GLM 5.3 Flash pricing: real cost per million tokens

What Zhipu's GLM 5.3 Flash really costs across 23 plans from 5 providers: monthly fees, usable allowances and real per-token prices, against the official API list price and independent leaderboards.

Data updated 2026-10-08 · How real prices are computed

As of 2026-10-08, the cheapest way to use GLM 5.3 Flash is GLM Coding Pro (v2 ¥149) Off-peak at a real cost of about $0.00293 per million tokens ($21.98/month for roughly 7.492B tokens a month). We track 23 plans and API channels that serve GLM 5.3 Flash. Official API list price per million tokens: $0.03 cached input, $0.15 input, $0.5 output — about $0.0353 per million tokens on a standard workload mix.

Lowest real price: $0.00293/MTokGLM Coding Pro (v2 ¥149) Off-peak
API list price: $0.0353/MTokstandard workload mix
Most monthly tokens: 67.36BDroid Max
Plans & APIs: 2323 subscriptions · 0 metered APIs

Maker: Zhipu
Model ID: glm-5.3-flash
Providers: Command Code, Factory, Ollama, OpenCode, Zhipu
Leaderboards: Artificial Analysis Intelligence Index v4.3, Terminal-Bench 4.0 (AA), Code Arena | WebDev Overall, Agent Arena · Overall (Ranking / Pareto), DeepSWE v1.1

Plot GLM 5.3 Flash on the price–capability chart →

GLM 5.3 Flash plans and real prices

Real price = monthly fee ÷ tokens you can actually use in a month. “vs API” shows how many times cheaper than the official API list price (standard workload mix) the plan is. “Evidence” opens the full calculation and sources for that row.

Every tracked way to use GLM 5.3 Flash, cheapest first
Plan	Provider	Billing	Monthly fee	Monthly tokens	Real $/MTok	vs API	Confidence	Data date
GLM Coding Pro (v2 ¥149) Off-peak	Zhipu	Subscription	$21.98/mo	7.492B	$0.00293	12×	High	2026-09-03	Evidence ↓
Droid Max	Factory	Subscription	$200/mo	67.36B	$0.00297	11.9×	Medium	2026-09-29	Evidence ↓
GLM Coding Pro (v2 ¥149) Midpoint	Zhipu	Subscription	$21.98/mo	5.619B	$0.00391	9×	High	2026-09-03	Evidence ↓
GLM Coding Max (v2 ¥469) Off-peak	Zhipu	Subscription	$69.19/mo	17.481B	$0.00396	8.9×	High	2026-09-03	Evidence ↓
GLM Coding Max (v2 ¥469) Midpoint	Zhipu	Subscription	$69.19/mo	13.111B	$0.00528	6.7×	High	2026-09-03	Evidence ↓
GLM Coding Lite (v2 ¥49) Off-peak	Zhipu	Subscription	$7.23/mo	1.249B	$0.00579	6.1×	High	2026-09-03	Evidence ↓
GLM Coding Pro (v2 ¥149) Peak	Zhipu	Subscription	$21.98/mo	3.746B	$0.00587	6×	High	2026-09-03	Evidence ↓
OpenCode Go	OpenCode	Subscription	$10/mo	1.697B	$0.00589	6×	Medium	2026-09-30	Evidence ↓
GLM Coding Lite (v2 ¥49) Midpoint	Zhipu	Subscription	$7.23/mo	0.936B	$0.00772	4.6×	High	2026-09-03	Evidence ↓
GLM Coding Max (v2 ¥469) Peak	Zhipu	Subscription	$69.19/mo	8.74B	$0.00792	4.5×	High	2026-09-03	Evidence ↓
Command Code GOAT	Command Code	Subscription	$10/mo	1.132B	$0.00884	4×	Medium	2026-09-30	Evidence ↓
GLM Coding Max (v3 ¥1078) Off-peak	Zhipu	Subscription	$159/mo	17.481B	$0.0091	3.9×	High	2026-09-03	Evidence ↓
GLM Coding Pro (v3 ¥538) Off-peak	Zhipu	Subscription	$79.37/mo	7.492B	$0.01059	3.3×	High	2026-09-03	Evidence ↓
GLM Coding Lite (v2 ¥49) Peak	Zhipu	Subscription	$7.23/mo	0.624B	$0.01158	3×	High	2026-09-03	Evidence ↓
Ollama Max	Ollama	Subscription	$100/mo	8.487B	$0.01178	3×	Medium	2026-09-06	Evidence ↓
Ollama Pro	Ollama	Subscription	$20/mo	1.697B	$0.01178	3×	Medium	2026-09-06	Evidence ↓
GLM Coding Max (v3 ¥1078) Midpoint	Zhipu	Subscription	$159/mo	13.111B	$0.01213	2.9×	High	2026-09-03	Evidence ↓
GLM Coding Lite (v3 ¥118) Off-peak	Zhipu	Subscription	$17.41/mo	1.249B	$0.01394	2.5×	High	2026-09-03	Evidence ↓
GLM Coding Pro (v3 ¥538) Midpoint	Zhipu	Subscription	$79.37/mo	5.619B	$0.01412	2.5×	High	2026-09-03	Evidence ↓
GLM Coding Max (v3 ¥1078) Peak	Zhipu	Subscription	$159/mo	8.74B	$0.0182	1.9×	High	2026-09-03	Evidence ↓
GLM Coding Lite (v3 ¥118) Midpoint	Zhipu	Subscription	$17.41/mo	0.936B	$0.0186	1.9×	High	2026-09-03	Evidence ↓
GLM Coding Pro (v3 ¥538) Peak	Zhipu	Subscription	$79.37/mo	3.746B	$0.02119	1.7×	High	2026-09-03	Evidence ↓
GLM Coding Lite (v3 ¥118) Peak	Zhipu	Subscription	$17.41/mo	0.624B	$0.0279	1.3×	High	2026-09-03	Evidence ↓

Behind each number

For every plan: the data date, the exact calculation, the quota basis, how leaderboard scores were mapped, and the original adoption evidence with its sources.

GLM Coding Pro (v2 ¥149) Off-peakZhipu$0.00293388/MTok

Plan

GLM Coding Pro (v2 ¥149) Off-peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00293388

Monthly tokens

7,492,000,000 (7.492B)

Quota confidence

High

Calculation

$21.98 / month (¥149) ÷ 7,492,000,000 tokens × 1,000,000 ≈ $0.00293388 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Artificial Analysis Intelligence Index v4.3: Medium (1 configuration)
Terminal-Bench 4.0 (AA): Low (1 configuration)
Code Arena | WebDev Overall: Low (1 configuration)
Agent Arena · Overall (Ranking / Pareto): Low (1 configuration)
DeepSWE v1.1: Low (1 configuration)Mapping confidence: how directly each score refers to the model served here.

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 60000, off-peak coefficient 2×, weekly 1.873B ×4 weeks = 7.492B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

Droid MaxFactory$0.00296912/MTok

Plan

Droid Max · Factory

Data date

2026-09-29 · derived; uses the data date of Droid Max · claude-opus-5.5

Real price / MTok

$0.00296912

Monthly tokens

67,360,000,000 (67.36B)

Quota confidence

Medium

Calculation

$200 / month ÷ 67,360,000,000 tokens × 1,000,000 ≈ $0.00296912 / MTok

Quota basis

Anthropic workload: 97% cache reads / 2.5% cache writes / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

Derived from same-plan claude-opus-5.5 2.526B × 26.666666666666668

Factory official multipliers Opus 5.5 1.6× / glm-5.3-flash 0.06×: the same Standard Usage pool scaled by multiplier — not a measurement of this model; inherits the Opus 5.5 row's Anthropic-tier workload, not recomputed for each model's own price gap; docs.factory.ai/docs/models; droid-model-multipliers-2026-09-29.json; Droid Core models draw Standard Usage first, then a separate free open-source pool applies (independent cap unmeasured); this value counts only the Standard Usage part

droid-model-multipliers-2026-09-29.json Browse the public evidence archive

GLM Coding Pro (v2 ¥149) MidpointZhipu$0.00391184/MTok

Plan

GLM Coding Pro (v2 ¥149) Midpoint · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00391184

Monthly tokens

5,619,000,000 (5.619B)

Quota confidence

High

Calculation

$21.98 / month (¥149) ÷ 5,619,000,000 tokens × 1,000,000 ≈ $0.00391184 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 60000, midpoint coefficient 1.5×, weekly 1.4047B ×4 weeks = 5.619B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Max (v2 ¥469) Off-peakZhipu$0.00395786/MTok

Plan

GLM Coding Max (v2 ¥469) Off-peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00395786

Monthly tokens

17,481,000,000 (17.481B)

Quota confidence

High

Calculation

$69.19 / month (¥469) ÷ 17,481,000,000 tokens × 1,000,000 ≈ $0.00395786 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 140000, off-peak coefficient 2×, weekly 4.3702B ×4 weeks = 17.481B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Max (v2 ¥469) MidpointZhipu$0.00527704/MTok

Plan

GLM Coding Max (v2 ¥469) Midpoint · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00527704

Monthly tokens

13,111,000,000 (13.111B)

Quota confidence

High

Calculation

$69.19 / month (¥469) ÷ 13,111,000,000 tokens × 1,000,000 ≈ $0.00527704 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 140000, midpoint coefficient 1.5×, weekly 3.2777B ×4 weeks = 13.111B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Lite (v2 ¥49) Off-peakZhipu$0.00578745/MTok

Plan

GLM Coding Lite (v2 ¥49) Off-peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00578745

Monthly tokens

1,249,000,000 (1.249B)

Quota confidence

High

Calculation

$7.23 / month (¥49) ÷ 1,249,000,000 tokens × 1,000,000 ≈ $0.00578745 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 10000, off-peak coefficient 2×, weekly 312.2M ×4 weeks = 1.249B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Pro (v2 ¥149) PeakZhipu$0.00586776/MTok

Plan

GLM Coding Pro (v2 ¥149) Peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00586776

Monthly tokens

3,746,000,000 (3.746B)

Quota confidence

High

Calculation

$21.98 / month (¥149) ÷ 3,746,000,000 tokens × 1,000,000 ≈ $0.00586776 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 60000, peak coefficient 1×, weekly 936.5M ×4 weeks = 3.746B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

OpenCode GoOpenCode$0.00589171/MTok

Plan

OpenCode Go · OpenCode

Data date

2026-09-30 · official source date

Real price / MTok

$0.00589171

Monthly tokens

1,697,300,000 (1.697B)

Quota confidence

Medium

Calculation

$10 / month ÷ 1,697,300,000 tokens × 1,000,000 ≈ $0.00589171 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

https://opencode.ai/docs/go/ official per-model Usage and three-part pricing; opencode-go-round5-2026-09-06.json; goat-opencode-catalogs-round3-2026-09-30.json

Old: 444M (request estimate)→1.6973B: min(shared monthly pool $60, model Usage $60) ÷ project standard-workload weighted price; official Usage $15->$60 (reverified 2026-09-30); goat-opencode-catalogs-round3-2026-09-30.json. The official request counts serve only as a cross-check and are no longer the primary allowance figure; allowances of different models in the same plan are not additive

https://opencode.ai/docs/go/goat-opencode-catalogs-round3-2026-09-30.json opencode-go-round5-2026-09-06.json Browse the public evidence archive

GLM Coding Lite (v2 ¥49) MidpointZhipu$0.00772278/MTok

Plan

GLM Coding Lite (v2 ¥49) Midpoint · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00772278

Monthly tokens

936,000,000 (0.936B)

Quota confidence

High

Calculation

$7.23 / month (¥49) ÷ 936,000,000 tokens × 1,000,000 ≈ $0.00772278 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 10000, midpoint coefficient 1.5×, weekly 234.1M ×4 weeks = 936M; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Max (v2 ¥469) PeakZhipu$0.00791617/MTok

Plan

GLM Coding Max (v2 ¥469) Peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00791617

Monthly tokens

8,740,000,000 (8.74B)

Quota confidence

High

Calculation

$69.19 / month (¥469) ÷ 8,740,000,000 tokens × 1,000,000 ≈ $0.00791617 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 140000, peak coefficient 1×, weekly 2.1851B ×4 weeks = 8.74B; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

Command Code GOATCommand Code$0.00883783/MTok

Plan

Command Code GOAT · Command Code

Data date

2026-09-30 · official source date

Real price / MTok

$0.00883783

Monthly tokens

1,131,500,000 (1.132B)

Quota confidence

Medium

Calculation

$10 / month ÷ 1,131,500,000 tokens × 1,000,000 ≈ $0.00883783 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

https://commandcode.ai/docs/plans/goat official per-model allowance and three-part pricing; https://commandcode.ai/pricing; $10->$70 credits; code-subscriptions-round1-2026-09-06.json; goat-opencode-catalogs-round3-2026-09-30.json

Added 1.1315B: min(shared monthly pool $70, model allowance $40) ÷ project standard-workload weighted price; official three-part pricing. Processing fee ignored; allowances of different models in the same plan are not additive; no usage-panel token+% screenshot — computed from official absolute credits and the price list

https://commandcode.ai/docs/plans/goat https://commandcode.ai/pricing;code-subscriptions-round1-2026-09-06.json goat-opencode-catalogs-round3-2026-09-30.json Browse the public evidence archive

GLM Coding Max (v3 ¥1078) Off-peakZhipu$0.00909717/MTok

Plan

GLM Coding Max (v3 ¥1078) Off-peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.00909717

Monthly tokens

17,481,000,000 (17.481B)

Quota confidence

High

Calculation

$159 / month (¥1078) ÷ 17,481,000,000 tokens × 1,000,000 ≈ $0.00909717 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Pro (v3 ¥538) Off-peakZhipu$0.0105935/MTok

Plan

GLM Coding Pro (v3 ¥538) Off-peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0105935

Monthly tokens

7,492,000,000 (7.492B)

Quota confidence

High

Calculation

$79.37 / month (¥538) ÷ 7,492,000,000 tokens × 1,000,000 ≈ $0.0105935 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Lite (v2 ¥49) PeakZhipu$0.0115842/MTok

Plan

GLM Coding Lite (v2 ¥49) Peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0115842

Monthly tokens

624,000,000 (0.624B)

Quota confidence

High

Calculation

$7.23 / month (¥49) ÷ 624,000,000 tokens × 1,000,000 ≈ $0.0115842 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

Unified standard workload; weekly credits 10000, peak coefficient 1×, weekly 156.1M ×4 weeks = 624M; peak/valley midpoint no longer used; exchange rate 1 USD = 6.7787 CNY (2026-09-04 CNY central parity rate; old rate 7.2); CNY monthly fee divided by the rate to get USD; https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

Ollama MaxOllama$0.0117833/MTok

Plan

Ollama Max · Ollama

Data date

2026-09-06 · official source date

Real price / MTok

$0.0117833

Monthly tokens

8,486,600,000 (8.487B)

Quota confidence

Medium

Calculation

$100 / month ÷ 8,486,600,000 tokens × 1,000,000 ≈ $0.0117833 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

https://ollama.com/pricing official usage credits and three-part pricing; https://ollama.com/blog/transparent-pricing; code-subscriptions-round1-2026-09-06.json; ollama-deepseek-v41-round1-2026-09-11.json

Added 8.4866B: shared monthly pool $300 ÷ project standard-workload weighted price; official three-part pricing. Allowances of different models in the same plan are not additive (assuming the shared pool is used up on a single model); no usage-panel token+% screenshot — computed from official absolute credits and the price list

https://ollama.com/pricing https://ollama.com/blog/transparent-pricing code-subscriptions-round1-2026-09-06.json ollama-deepseek-v41-round1-2026-09-11.json Browse the public evidence archive

Ollama ProOllama$0.0117834/MTok

Plan

Ollama Pro · Ollama

Data date

2026-09-06 · official source date

Real price / MTok

$0.0117834

Monthly tokens

1,697,300,000 (1.697B)

Quota confidence

Medium

Calculation

$20 / month ÷ 1,697,300,000 tokens × 1,000,000 ≈ $0.0117834 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

Added 1.6973B: shared monthly pool $60 ÷ project standard-workload weighted price; official three-part pricing. Allowances of different models in the same plan are not additive (assuming the shared pool is used up on a single model); no usage-panel token+% screenshot — computed from official absolute credits and the price list

https://ollama.com/pricing https://ollama.com/blog/transparent-pricing code-subscriptions-round1-2026-09-06.json ollama-deepseek-v41-round1-2026-09-11.json Browse the public evidence archive

GLM Coding Max (v3 ¥1078) MidpointZhipu$0.0121293/MTok

Plan

GLM Coding Max (v3 ¥1078) Midpoint · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0121293

Monthly tokens

13,111,000,000 (13.111B)

Quota confidence

High

Calculation

$159 / month (¥1078) ÷ 13,111,000,000 tokens × 1,000,000 ≈ $0.0121293 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Lite (v3 ¥118) Off-peakZhipu$0.0139371/MTok

Plan

GLM Coding Lite (v3 ¥118) Off-peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0139371

Monthly tokens

1,249,000,000 (1.249B)

Quota confidence

High

Calculation

$17.41 / month (¥118) ÷ 1,249,000,000 tokens × 1,000,000 ≈ $0.0139371 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Pro (v3 ¥538) MidpointZhipu$0.0141246/MTok

Plan

GLM Coding Pro (v3 ¥538) Midpoint · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0141246

Monthly tokens

5,619,000,000 (5.619B)

Quota confidence

High

Calculation

$79.37 / month (¥538) ÷ 5,619,000,000 tokens × 1,000,000 ≈ $0.0141246 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Max (v3 ¥1078) PeakZhipu$0.0181954/MTok

Plan

GLM Coding Max (v3 ¥1078) Peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0181954

Monthly tokens

8,740,000,000 (8.74B)

Quota confidence

High

Calculation

$159 / month (¥1078) ÷ 8,740,000,000 tokens × 1,000,000 ≈ $0.0181954 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Lite (v3 ¥118) MidpointZhipu$0.0185977/MTok

Plan

GLM Coding Lite (v3 ¥118) Midpoint · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0185977

Monthly tokens

936,000,000 (0.936B)

Quota confidence

High

Calculation

$17.41 / month (¥118) ÷ 936,000,000 tokens × 1,000,000 ≈ $0.0185977 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Pro (v3 ¥538) PeakZhipu$0.0211869/MTok

Plan

GLM Coding Pro (v3 ¥538) Peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0211869

Monthly tokens

3,746,000,000 (3.746B)

Quota confidence

High

Calculation

$79.37 / month (¥538) ÷ 3,746,000,000 tokens × 1,000,000 ≈ $0.0211869 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM Coding Lite (v3 ¥118) PeakZhipu$0.0278966/MTok

Plan

GLM Coding Lite (v3 ¥118) Peak · Zhipu

Data date

2026-09-03 · official source date

Real price / MTok

$0.0278966

Monthly tokens

624,000,000 (0.624B)

Quota confidence

High

Calculation

$17.41 / month (¥118) ÷ 624,000,000 tokens × 1,000,000 ≈ $0.0278966 / MTok

Quota basis

Standard workload: 97% cache reads / 2.5% input / 0.5% output

Official API list (cached / in / out, per MTok): $0.03 / $0.15 / $0.5 · standard-load blended ≈ $0.0353/MTok

Benchmark mapping

Adoption evidence · source and rationale (translated from the Chinese record)

docs.bigmodel.cn official weekly credits and three-tier credit coefficients; standard-token-mix-round1-2026-09-07.json

https://www.xinhuanet.com/20260904/4c1ce1cbf39d416997cb9c237d6f5024/c.html standard-token-mix-round1-2026-09-07.json Browse the public evidence archive

GLM 5.3 Flash benchmark scores

Highest archived configuration per leaderboard; ranks are among all models each board archives in this dataset. Scores are never mixed across boards.

GLM 5.3 Flash on independent leaderboards
Leaderboard	Metric	Score	Rank	Configuration	Effort	Harness	Configs	Snapshot
Artificial Analysis Intelligence Index v4.3	Intelligence Index	41.81	#19 / 60	GLM-5.3-Flash	—	—	1	2026-10-01
Terminal-Bench 4.0 (AA)	Resolution Rate %	32.83	#16 / 53	Artificial Analysis - GLM-5.3-Flash	—	Artificial Analysis	1	2026-10-01
Code Arena \| WebDev Overall	Arena Score	1,615	#20 / 54	glm-5.3-flash	—	—	1	2026-09-30
Agent Arena · Overall (Ranking / Pareto)	Net Improvement %	-0.28	#25 / 39	GLM 5.3 Flash	—	—	1	2026-09-30
DeepSWE v1.1	Pass@1 %	63.39	#17 / 33	mini-swe-agent - glm-5-3-flash (max)	Max	mini-swe-agent	1	2026-09-03

Every archived configuration

Artificial Analysis Intelligence Index v4.3 1 configuration

Artificial Analysis Intelligence Index v4.3: every archived configuration (Intelligence Index)
Configuration	Score	Score interval	Harness / effort / mode	Source task cost (mean / median)	Checked	Links
GLM-5.3-Flash	41.8075	—	— / — / —	— / —	2026-10-01	Source · Archive

Terminal-Bench 4.0 (AA) 1 configuration

Terminal-Bench 4.0 (AA): every archived configuration (Resolution Rate %)
Configuration	Score	Score interval	Harness / effort / mode	Source task cost (mean / median)	Checked	Links
Artificial Analysis - GLM-5.3-FlashAA's own-harness independent measurement of Terminal-Bench 4.0 (the terminalBench40 field in the models-board payload, fraction×100); scored separately from the official tbench.ai board.	32.8283	—	Artificial Analysis / — / —	— / —	2026-10-01	Source · Archive

Code Arena | WebDev Overall 1 configuration

Code Arena | WebDev Overall: every archived configuration (Arena Score)
Configuration	Score	Score interval	Harness / effort / mode	Source task cost (mean / median)	Checked	Links
glm-5.3-flash	1,615	1,607.3 – 1,622.7	— / — / —	— / —	2026-10-01	Source · Archive

Agent Arena · Overall (Ranking / Pareto) 1 configuration

Agent Arena · Overall (Ranking / Pareto): every archived configuration (Net Improvement %)
Configuration	Score	Score interval	Harness / effort / mode	Source task cost (mean / median)	Checked	Links
GLM 5.3 Flash	-0.28	-0.76 – 0.2	— / — / —	— / $0.1	2026-10-01	Source · Archive

DeepSWE v1.1 1 configuration

DeepSWE v1.1: every archived configuration (Pass@1 %)
Configuration	Score	Score interval	Harness / effort / mode	Source task cost (mean / median)	Checked	Links
mini-swe-agent - glm-5-3-flash (max)	63.3929	59.015 – 67.771	mini-swe-agent / Max / —	$0.482 / $0.39	2026-09-12	Source · Archive

These are reference mappings, not benchmarks of a subscription or API channel. Harness and quota-measurement effort alignment are unverified. Source task costs are not subscription task costs.

Exact served-model reference; quota-measurement effort is unverified.
Exact served-model reference only; product harness and quota-measurement effort are unverified. Not a benchmark measurement of this subscription or API channel.

GLM 5.3 Flash official API pricing

List price per million tokens
Cached input	Input	Output
$0.03	$0.15	$0.5

Frequently asked questions

How much does GLM 5.3 Flash really cost per million tokens?

Measured as monthly fee ÷ tokens you can actually use, GLM 5.3 Flash ranges from $0.00293 (GLM Coding Pro (v2 ¥149) Off-peak) to $0.0279 (GLM Coding Lite (v3 ¥118) Peak) per million tokens.

Which subscription gives the most GLM 5.3 Flash usage?

Droid Max allows roughly 67.36B tokens of GLM 5.3 Flash per month for $200.

What is the official API price of GLM 5.3 Flash?

Official API list price per million tokens: $0.03 cached input, $0.15 input, $0.5 output — about $0.0353 per million tokens on a standard workload mix.

How does GLM 5.3 Flash score on independent leaderboards?

GLM 5.3 Flash has scores on 5 leaderboards; its strongest placement is 32.83 (Resolution Rate %) on Terminal-Bench 4.0 (AA), #16 of 53 models tracked.

Who makes GLM 5.3 Flash, and where can I use it?

GLM 5.3 Flash (model ID glm-5.3-flash) is made by Zhipu and is available through Command Code, Factory, Ollama, OpenCode, Zhipu.

More Zhipu models

Other Zhipu models by lowest real price
Model	Lowest real $/MTok	Cheapest plan	Plans
GLM 5.3	$0.00889	GLM Coding Pro (v2 ¥149) Off-peak	23
GLM 5.2	$0.02771	Droid Max	5
GLM 5.2 Fast	$0.04157	Droid Max	2
GLM 5.3 FlashX	$0.04413	Command Code GOAT	1
GLM 5.1	$0.07833	Ollama Max	3
GLM 5	$0.1175	Command Code GOAT	1