GLM-5.1

Z.aiKey glm-5.1Also reported as z-ai/glm-5.1, zai/glm-5.1, ocg/glm-5.1, frank/glm-5.1, cr/glm-5.1, zai-org/glm-5.1, pro/zai-org/glm-5.1, glm/glm-5.1, opencode-go/glm-5.1, bbg/zai-org/glm-5.1, zhipu/glm-5.1, zhipuai/glm-5.1, zyloo/glm-5.1, z.ai/glm-5.1, ai-proxy/z.ai coding plan/glm-5.1

Rank
#235
by active users
Active users
1
No change from 1 active users in the previous 7 days. vs previous 7 days
Adoption
0.2%
of 610 accounts
Tokens
14.8M
cache included
Est. cost
$6
at public list prices
First seen
Mar 27, 2026
in any submission

Nov 6–12, 2026 (UTC)610 accounts100% of tokens from an identified modelData through Nov 12, 2026, 07:55 UTCHow we count

Daily active users

Distinct accounts that used this model on each UTC day.

0 active users on Nov 12, 2026

Daily active users for GLM-5.1, Nov 6, 2026 to Nov 12, 2026. Peak 1. Use the left and right arrow keys to read each day.110
Show daily values
Daily active users and tokens for GLM-5.1
Date (UTC)Active usersTokens
Nov 6, 202612.6M
Nov 7, 202600
Nov 8, 202600
Nov 9, 202611.9M
Nov 10, 202613.1M
Nov 11, 202617.2M
Nov 12, 202600

Token mix

How the 14.8M tokens split. Cache reads are usually most of an agent's tokens and are priced far below input.

  • Input12%
  • Output0.3%
  • Cache read88%
  • Cache write0%
  • Reasoning0.5%

Agents that carry GLM-5.1

Each agent's share of this model's tokens, and how many accounts used the model through it.

  1. Hermes Agent100% of this model's tokens1active users

Benchmarks

The best result for GLM-5.1 in each benchmark Tokscale tracks. Each benchmark has its own unit, run conditions and source, so compare a score only with other models on the same benchmark. Rank is among the models Tokscale matched in that benchmark.

All benchmarks
  • Epoch Capabilities IndexOverall · Epoch AI
    150.7
    Rank #65 of 158 matched modelsNo conditions reportedModel released Apr 7, 2026Source: epoch.ai (opens in a new tab)
  • WebDev ArenaWeb development · LMArena
    1,508
    Rank #52 of 110 matched modelsNo conditions reportedPublished Oct 19, 2026Source: huggingface.co (opens in a new tab)
  • GPQA DiamondReasoning · Epoch AI
    89.9%
    Rank #48 of 160 matched modelsNo conditions reportedRun date Aug 10, 2026Source: epoch.ai (opens in a new tab)

    Near its ceiling: the top score is 96.5%, and Epoch AI estimates the reachable maximum at 97%. Differences between top models are small.

  • FrontierMath Tiers 1–3 (v2)Reasoning · Epoch AI
    36.8%
    Rank #64 of 90 matched modelsNo conditions reportedRun date Aug 29, 2026Source: epoch.ai (opens in a new tab)

    Near its ceiling: the top score is 95.1%, and Epoch AI estimates the reachable maximum at 95%. Differences between top models are small.

    Show 1 more result with other run conditionsHide the other results
    • Listed as glm-5.1_none
      24.9%
      No reasoningRun date Aug 28, 2026Source: epoch.ai (opens in a new tab)
  • SimpleQA VerifiedKnowledge · Epoch AI
    34.0%
    Rank #61 of 86 matched modelsNo conditions reportedRun date Aug 27, 2026Source: epoch.ai (opens in a new tab)
  • SWE-bench VerifiedHistory · Epoch AI
    74.2%
    Rank #16 of 32 matched modelsNo conditions reportedRun date May 15, 2026Source: epoch.ai (opens in a new tab)

    History only. Newer agentic coding benchmarks are on the main board.

Not evaluated: Humanity's Last Exam, Terminal-Bench 4.1, CursorBench, DeepSWE, FrontierSWE, Agent Arena. A missing result is not a score of zero.

Pricing

List prices from models.dev in US dollars per 1M tokens, retrieved Nov 12, 2026. Z.AI is the lab's own API and the reference price for the estimates below.

Price at real agent usageEstimate at list prices

What 1M tokens cost at the reference list price when they split into input, output and cache the way Tokscale users' agents used them. It is not what anyone paid.

At this model's mix
$0.42
Est. per 1M tokens
88% cache reads
At the community mix
$0.29
Est. per 1M tokens
96% cache reads
3:1 input/output blend
$2.15
Per 1M tokens at list prices
No cache

Cache reads were 88% of GLM-5.1 tokens in the last 7 days and 96% of all tokens. The 3:1 blend, (3 × input + output) ÷ 4, is the usual comparison and ignores cache.

Assumptions

  • Z.AI list prices per 1M tokens: input $1.40, output $4.40, cache read $0.26, cache write $0.
  • This model's mix is its own input, output, cache and reasoning tokens in the last 7 days.
  • The community mix is the tokens of every identified model in the last 7 days.
  • This is an estimate at list prices, not what anyone paid.
  • Reasoning tokens are priced as output.
  • Long-context tiers, batch pricing and discounts are not applied.
  • Token mixes come from public Tokscale submissions. Hidden accounts are excluded.

List prices by provider

  • Z.AIReferenceglm-5.1
    $1.40 input per 1M tokens$4.40 output per 1M tokens$0.26 cache read per 1M tokens$0 cache write per 1M tokens200K tokens of context
  • OpenRouterz-ai/glm-5.1
    $1.40 input per 1M tokens$4.40 output per 1M tokens$0.26 cache read per 1M tokensCache write not listed205K tokens of context
  • Vercel AI Gatewayzai/glm-5.1
    $1.40 input per 1M tokens$4.40 output per 1M tokens$0.26 cache read per 1M tokensCache write not listed203K tokens of context
  • Together AIzai-org/GLM-5.1
    $1.40 input per 1M tokens$4.40 output per 1M tokens$0.26 cache read per 1M tokensCache write not listed203K tokens of context
  • Deep Infrazai-org/GLM-5.1
    $1.05 input per 1M tokens$3.50 output per 1M tokens$0.20 cache read per 1M tokensCache write not listed203K tokens of context

Specs

From models.dev (MIT), retrieved Nov 12, 2026, as the lab or the first listed provider reports them. A dash means models.dev does not list the value.

Context window
200K tokens
Max output
131K tokens
Input
Text
Output
Text
Knowledge cutoff
— not listed
Release date
Apr 7, 2026
Open weights
Yes
Reasoning
Yes
Tool calling
Yes

Top public profiles

Public profiles that used GLM-5.1 most in this period, by tokens. Hidden accounts are never listed.

  1. 1fathiraz arthuro@fathiraz14.8Mtokens$6est. cost4active days$6 est. cost · 4 active days

More from Z.ai

Other Z.ai models in the same period, by active users.

  1. GLM-5.3 Flash8.0% adoption49active users
  2. GLM-5.36.9% adoption42active users
  3. GLM-5.3 Flash Free2.3% adoption14active users
  4. GLM-5.20.7% adoption4active users
  5. GLM-5.3 Flashx0.5% adoption3active users
  6. Zai GLM 5 3 Flash0.5% adoption3active users
All models

Sources and attribution

Each score keeps its own source, unit and run conditions. Tokscale does not combine benchmarks into one score, and a missing score means the model was not evaluated, not that it scored zero.

  • Epoch AIEpoch Capabilities Index, Epoch's own runs and the external results it collects.CC BY 4.0 · Retrieved Nov 12, 2026 · Data through Nov 9, 2026Epoch AI, ‘Capabilities & benchmarking’. Published online at epoch.ai. Retrieved from https://epoch.ai/benchmarks.
  • LMArenaWebDev Arena and Agent Arena leaderboards.CC BY 4.0 · Retrieved Oct 21, 2026 · Data through Oct 19, 2026LMArena leaderboard dataset (lmarena-ai/leaderboard-dataset), Hugging Face.
  • models.devSpecs and list prices per provider.MIT · Retrieved Nov 12, 2026models.dev, an open catalog of AI models (github.com/anomalyco/models.dev).
  • TokscaleActive users, tokens and token mix from public Tokscale submissions. Hidden accounts are excluded.How we count