GLM-4.5 Air

Z.aiKey glm-4.5-airAlso reported as z-ai/glm-4.5-air, zai-org/glm-4.5-air, zai/glm-4.5-air

Rank
#107
by active users
Active users
123
All time
Adoption
5.0%
of 2,466 accounts
Tokens
9.3B
cache included
Est. cost
$421
at public list prices
First seen
Aug 8, 2025
in any submission

Oct 10, 2024 – Nov 13, 2026 (UTC)2,466 accounts100% of tokens from an identified modelData through Nov 13, 2026, 06:20 UTCHow we count

Daily active users

Distinct accounts that used this model on each UTC day.

0 active users on Nov 13, 2026

Daily active users for GLM-4.5 Air, Oct 10, 2024 to Nov 13, 2026. Peak 15. Use the left and right arrow keys to read each day.1580
Show daily values
Daily active users and tokens for GLM-4.5 Air
Date (UTC)Active usersTokens
Oct 10, 202400
Oct 11, 202400
Oct 12, 202400
Oct 13, 202400
Oct 14, 202400
Oct 15, 202400
Oct 16, 202400
Oct 17, 202400
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Oct 28, 202400
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Oct 31, 202400
Nov 1, 202400
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Nov 4, 202400
Nov 5, 202400
Nov 6, 202400
Nov 7, 202400
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Nov 11, 202400
Nov 12, 202400
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Nov 22, 202400
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Nov 25, 202400
Nov 26, 202400
Nov 27, 202400
Nov 28, 202400
Nov 29, 202400
Nov 30, 202400
Dec 1, 202400
Dec 2, 202400
Dec 3, 202400
Dec 4, 202400
Dec 5, 202400
Dec 6, 202400
Dec 7, 202400
Dec 8, 202400
Dec 9, 202400
Dec 10, 202400
Dec 11, 202400
Dec 12, 202400
Dec 13, 202400
Dec 14, 202400
Dec 15, 202400
Dec 16, 202400
Dec 17, 202400
Dec 18, 202400
Dec 19, 202400
Dec 20, 202400
Dec 21, 202400
Dec 22, 202400
Dec 23, 202400
Dec 24, 202400
Dec 25, 202400
Dec 26, 202400
Dec 27, 202400
Dec 28, 202400
Dec 29, 202400
Dec 30, 202400
Dec 31, 202400
Jan 1, 202500
Jan 2, 202500
Jan 3, 202500
Jan 4, 202500
Jan 5, 202500
Jan 6, 202500
Jan 7, 202500
Jan 8, 202500
Jan 9, 202500
Jan 10, 202500
Jan 11, 202500
Jan 12, 202500
Jan 13, 202500
Jan 14, 202500
Jan 15, 202500
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Jan 20, 202500
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Jan 26, 202500
Jan 27, 202500
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Jan 30, 202500
Jan 31, 202500
Feb 1, 202500
Feb 2, 202500
Feb 3, 202500
Feb 4, 202500
Feb 5, 202500
Feb 6, 202500
Feb 7, 202500
Feb 8, 202500
Feb 9, 202500
Feb 10, 202500
Feb 11, 202500
Feb 12, 202500
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Feb 17, 202500
Feb 18, 202500
Feb 19, 202500
Feb 20, 202500
Feb 21, 202500
Feb 22, 202500
Feb 23, 202500
Feb 24, 202500
Feb 25, 202500
Feb 26, 202500
Feb 27, 202500
Feb 28, 202500
Mar 1, 202500
Mar 2, 202500
Mar 3, 202500
Mar 4, 202500
Mar 5, 202500
Mar 6, 202500
Mar 7, 202500
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Mar 20, 202500
Mar 21, 202500
Mar 22, 202500
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Mar 24, 202500
Mar 25, 202500
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Mar 27, 202500
Mar 28, 202500
Mar 29, 202500
Mar 30, 202500
Mar 31, 202500
Apr 1, 202500
Apr 2, 202500
Apr 3, 202500
Apr 4, 202500
Apr 5, 202500
Apr 6, 202500
Apr 7, 202500
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Apr 10, 202500
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Apr 14, 202500
Apr 15, 202500
Apr 16, 202500
Apr 17, 202500
Apr 18, 202500
Apr 19, 202500
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Apr 21, 202500
Apr 22, 202500
Apr 23, 202500
Apr 24, 202500
Apr 25, 202500
Apr 26, 202500
Apr 27, 202500
Apr 28, 202500
Apr 29, 202500
Apr 30, 202500
May 1, 202500
May 2, 202500
May 3, 202500
May 4, 202500
May 5, 202500
May 6, 202500
May 7, 202500
May 8, 202500
May 9, 202500
May 10, 202500
May 11, 202500
May 12, 202500
May 13, 202500
May 14, 202500
May 15, 202500
May 16, 202500
May 17, 202500
May 18, 202500
May 19, 202500
May 20, 202500
May 21, 202500
May 22, 202500
May 23, 202500
May 24, 202500
May 25, 202500
May 26, 202500
May 27, 202500
May 28, 202500
May 29, 202500
May 30, 202500
May 31, 202500
Jun 1, 202500
Jun 2, 202500
Jun 3, 202500
Jun 4, 202500
Jun 5, 202500
Jun 6, 202500
Jun 7, 202500
Jun 8, 202500
Jun 9, 202500
Jun 10, 202500
Jun 11, 202500
Jun 12, 202500
Jun 13, 202500
Jun 14, 202500
Jun 15, 202500
Jun 16, 202500
Jun 17, 202500
Jun 18, 202500
Jun 19, 202500
Jun 20, 202500
Jun 21, 202500
Jun 22, 202500
Jun 23, 202500
Jun 24, 202500
Jun 25, 202500
Jun 26, 202500
Jun 27, 202500
Jun 28, 202500
Jun 29, 202500
Jun 30, 202500
Jul 1, 202500
Jul 2, 202500
Jul 3, 202500
Jul 4, 202500
Jul 5, 202500
Jul 6, 202500
Jul 7, 202500
Jul 8, 202500
Jul 9, 202500
Jul 10, 202500
Jul 11, 202500
Jul 12, 202500
Jul 13, 202500
Jul 14, 202500
Jul 15, 202500
Jul 16, 202500
Jul 17, 202500
Jul 18, 202500
Jul 19, 202500
Jul 20, 202500
Jul 21, 202500
Jul 22, 202500
Jul 23, 202500
Jul 24, 202500
Jul 25, 202500
Jul 26, 202500
Jul 27, 202500
Jul 28, 202500
Jul 29, 202500
Jul 30, 202500
Jul 31, 202500
Aug 1, 202500
Aug 2, 202500
Aug 3, 202500
Aug 4, 202500
Aug 5, 202500
Aug 6, 202500
Aug 7, 202500
Aug 8, 2025123.1K
Aug 9, 202500
Aug 10, 202500
Aug 11, 202500
Aug 12, 202500
Aug 13, 202500
Aug 14, 202500
Aug 15, 202500
Aug 16, 202500
Aug 17, 202500
Aug 18, 202500
Aug 19, 202500
Aug 20, 202500
Aug 21, 202500
Aug 22, 202500
Aug 23, 202500
Aug 24, 202500
Aug 25, 202500
Aug 26, 202500
Aug 27, 202500
Aug 28, 202500
Aug 29, 202500
Aug 30, 202500
Aug 31, 20251169K
Sep 1, 202500
Sep 2, 202500
Sep 3, 202500
Sep 4, 202500
Sep 5, 202500
Sep 6, 202500
Sep 7, 202500
Sep 8, 202500
Sep 9, 202500
Sep 10, 202500
Sep 11, 202500
Sep 12, 202500
Sep 13, 202500
Sep 14, 202500
Sep 15, 202500
Sep 16, 202500
Sep 17, 202500
Sep 18, 2025136.2K
Sep 19, 202500
Sep 20, 202500
Sep 21, 20251157K
Sep 22, 202500
Sep 23, 202500
Sep 24, 202500
Sep 25, 202500
Sep 26, 202500
Sep 27, 202500
Sep 28, 202500
Sep 29, 202500
Sep 30, 202500
Oct 1, 202500
Oct 2, 202500
Oct 3, 202500
Oct 4, 202500
Oct 5, 202500
Oct 6, 202500
Oct 7, 202500
Oct 8, 202500
Oct 9, 202500
Oct 10, 202500
Oct 11, 202500
Oct 12, 202500
Oct 13, 20251176K
Oct 14, 20251405K
Oct 15, 202511.4M
Oct 16, 20251950K
Oct 17, 202511.2M
Oct 18, 2025199.2K
Oct 19, 202500
Oct 20, 20251113K
Oct 21, 20251577K
Oct 22, 20251550K
Oct 23, 202511.8M
Oct 24, 202500
Oct 25, 2025150.4K
Oct 26, 20251637K
Oct 27, 20251178K
Oct 28, 20251632K
Oct 29, 20251791K
Oct 30, 202511.3M
Oct 31, 20251213K
Nov 1, 20251911K
Nov 2, 202513.5M
Nov 3, 202500
Nov 4, 202500
Nov 5, 202500
Nov 6, 202500
Nov 7, 202500
Nov 8, 202500
Nov 9, 202500
Nov 10, 202500
Nov 11, 202500
Nov 12, 20251294K
Nov 13, 202500
Nov 14, 20251301K
Nov 15, 202519.6K
Nov 16, 20252110K
Nov 17, 20252710K
Nov 18, 20252218K
Nov 19, 20252484K
Nov 20, 202500
Nov 21, 202500
Nov 22, 202500
Nov 23, 202500
Nov 24, 202500
Nov 25, 202500
Nov 26, 202511.3K
Nov 27, 202500
Nov 28, 20252502K
Nov 29, 202500
Nov 30, 202500
Dec 1, 202500
Dec 2, 20251166K
Dec 3, 20251215K
Dec 4, 20251966K
Dec 5, 202500
Dec 6, 202526.2M
Dec 7, 202533M
Dec 8, 202524.5M
Dec 9, 202531.7M
Dec 10, 202511.3M
Dec 11, 202513.7M
Dec 12, 202500
Dec 13, 202511.2M
Dec 14, 20251808K
Dec 15, 202516.6M
Dec 16, 202512.7M
Dec 17, 202534.3M
Dec 18, 2025326.1K
Dec 19, 202514.5M
Dec 20, 20254261K
Dec 21, 20252502K
Dec 22, 202531.7M
Dec 23, 20255108.6M
Dec 24, 202523.6M
Dec 25, 202500
Dec 26, 202537.3M
Dec 27, 202511.5M
Dec 28, 202542.7M
Dec 29, 202571.7M
Dec 30, 202533.3M
Dec 31, 202541.8M
Jan 1, 202611.4K
Jan 2, 2026417.2M
Jan 3, 202600
Jan 4, 202615.3K
Jan 5, 2026412.8M
Jan 6, 202634.6M
Jan 7, 202647.1M
Jan 8, 202659.8M
Jan 9, 202615104.5M
Jan 10, 2026621.7M
Jan 11, 2026862.9M
Jan 12, 20261362.5M
Jan 13, 20261339.2M
Jan 14, 202615206M
Jan 15, 20261290M
Jan 16, 2026828.3M
Jan 17, 202654.9M
Jan 18, 202647.4M
Jan 19, 202651.7M
Jan 20, 202674.1M
Jan 21, 202655.7M
Jan 22, 2026711.4M
Jan 23, 20263504K
Jan 24, 20264721K
Jan 25, 202661.8M
Jan 26, 202653.8M
Jan 27, 202643.2M
Jan 28, 202645.9M
Jan 29, 2026222.8M
Jan 30, 202652.2M
Jan 31, 20262146K
Feb 1, 20263463K
Feb 2, 2026156.4K
Feb 3, 202661.7M
Feb 4, 202649.7M
Feb 5, 2026327.1M
Feb 6, 202643.9M
Feb 7, 202642.4M
Feb 8, 202634.7M
Feb 9, 202674.9M
Feb 10, 2026726.2M
Feb 11, 2026731M
Feb 12, 202649.1M
Feb 13, 2026510.1M
Feb 14, 202642.6M
Feb 15, 202631.3M
Feb 16, 202652.9M
Feb 17, 2026139.9K
Feb 18, 2026283K
Feb 19, 202639.7M
Feb 20, 2026410.5M
Feb 21, 202641.4M
Feb 22, 2026416.8M
Feb 23, 2026221.9M
Feb 24, 2026511.5M
Feb 25, 202613.9M
Feb 26, 202627.2M
Feb 27, 2026614.1M
Feb 28, 202658.9M
Mar 1, 2026417.9M
Mar 2, 2026411.6M
Mar 3, 202633.3M
Mar 4, 202645.4M
Mar 5, 2026214M
Mar 6, 2026310.9M
Mar 7, 202624.8M
Mar 8, 2026314.1M
Mar 9, 2026435M
Mar 10, 202628.1M
Mar 11, 202624.4M
Mar 12, 202621M
Mar 13, 202622.2M
Mar 14, 20261682K
Mar 15, 202621.6M
Mar 16, 2026310.9M
Mar 17, 202622.6M
Mar 18, 2026311.1M
Mar 19, 202633.6M
Mar 20, 202632.2M
Mar 21, 202625.7M
Mar 22, 20261693K
Mar 23, 20262424K
Mar 24, 202634.5M
Mar 25, 2026326.7M
Mar 26, 2026296M
Mar 27, 2026643.5M
Mar 28, 2026322.1M
Mar 29, 2026322.7M
Mar 30, 202639M
Mar 31, 2026462.2M
Apr 1, 2026410.9M
Apr 2, 2026312.2M
Apr 3, 2026237.4M
Apr 4, 2026313M
Apr 5, 202648.8M
Apr 6, 202639.1M
Apr 7, 202635.8M
Apr 8, 2026512.9M
Apr 9, 2026593.5M
Apr 10, 202656.3M
Apr 11, 202645.8M
Apr 12, 2026312M
Apr 13, 2026526M
Apr 14, 2026949.1M
Apr 15, 2026517.3M
Apr 16, 2026221.3M
Apr 17, 2026858.2M
Apr 18, 20265241M
Apr 19, 2026453.1M
Apr 20, 20265137.5M
Apr 21, 202633.3M
Apr 22, 20265171.2M
Apr 23, 2026424.1M
Apr 24, 2026514.5M
Apr 25, 2026747.4M
Apr 26, 2026452.6M
Apr 27, 2026211.9M
Apr 28, 2026492.3M
Apr 29, 2026694.1M
Apr 30, 2026481.6M
May 1, 2026590.7M
May 2, 2026132.1M
May 3, 20262945K
May 4, 2026453M
May 5, 2026839.4M
May 6, 20265128M
May 7, 2026579.6M
May 8, 2026699.9M
May 9, 2026596.4M
May 10, 2026564.8M
May 11, 2026467.5M
May 12, 2026711M
May 13, 2026424.7M
May 14, 2026687M
May 15, 202694B
May 16, 2026415.7M
May 17, 202638.1M
May 18, 2026642.7M
May 19, 2026648.5M
May 20, 2026541.9M
May 21, 2026627.5M
May 22, 2026243.2M
May 23, 2026360.6M
May 24, 2026281.9M
May 25, 2026553.5M
May 26, 2026456.8M
May 27, 202638.9M
May 28, 2026375.1M
May 29, 20266113.7M
May 30, 2026476.3M
May 31, 2026496.6M
Jun 1, 2026445.4M
Jun 2, 2026445.2M
Jun 3, 2026119M
Jun 4, 2026290.4M
Jun 5, 2026123.7M
Jun 6, 2026144.8M
Jun 7, 202624.5M
Jun 8, 202600
Jun 9, 20262565K
Jun 10, 2026228.8M
Jun 11, 2026242.4M
Jun 12, 2026236.5M
Jun 13, 20261482K
Jun 14, 2026317.3M
Jun 15, 2026441.8M
Jun 16, 2026327.7M
Jun 17, 2026427.8M
Jun 18, 202622.1M
Jun 19, 20262291K
Jun 20, 20261494K
Jun 21, 202600
Jun 22, 202600
Jun 23, 202600
Jun 24, 202617.7M
Jun 25, 202600
Jun 26, 202628.4M
Jun 27, 202600
Jun 28, 2026231.4K
Jun 29, 2026111.7M
Jun 30, 202612M
Jul 1, 202612.4M
Jul 2, 20261266K
Jul 3, 202622.5M
Jul 4, 202600
Jul 5, 20261465K
Jul 6, 202612M
Jul 7, 20262742K
Jul 8, 202600
Jul 9, 202600
Jul 10, 202600
Jul 11, 202600
Jul 12, 202600
Jul 13, 202600
Jul 14, 202600
Jul 15, 202600
Jul 16, 202600
Jul 17, 202600
Jul 18, 202600
Jul 19, 202600
Jul 20, 202600
Jul 21, 202600
Jul 22, 202600
Jul 23, 202613.7M
Jul 24, 202600
Jul 25, 20261564K
Jul 26, 2026183.9K
Jul 27, 202600
Jul 28, 202600
Jul 29, 202613.3M
Jul 30, 202600
Jul 31, 202600
Aug 1, 202600
Aug 2, 2026125.2K
Aug 3, 202600
Aug 4, 202600
Aug 5, 202600
Aug 6, 202600
Aug 7, 202600
Aug 8, 202600
Aug 9, 202600
Aug 10, 202600
Aug 11, 202600
Aug 12, 202600
Aug 13, 202600
Aug 14, 202600
Aug 15, 202600
Aug 16, 202617.1K
Aug 17, 202600
Aug 18, 202600
Aug 19, 202600
Aug 20, 202600
Aug 21, 202600
Aug 22, 202600
Aug 23, 202600
Aug 24, 202600
Aug 25, 202600
Aug 26, 202600
Aug 27, 202600
Aug 28, 202600
Aug 29, 202600
Aug 30, 202600
Aug 31, 202600
Sep 1, 202600
Sep 2, 202600
Sep 3, 202600
Sep 4, 202600
Sep 5, 202600
Sep 6, 202600
Sep 7, 202600
Sep 8, 202600
Sep 9, 202600
Sep 10, 2026191.3K
Sep 11, 20262305K
Sep 12, 202600
Sep 13, 2026112.7M
Sep 14, 202612.8M
Sep 15, 202616.5K
Sep 16, 202613.5K
Sep 17, 20261520K
Sep 18, 202600
Sep 19, 202600
Sep 20, 202600
Sep 21, 202600
Sep 22, 202600
Sep 23, 202600
Sep 24, 202600
Sep 25, 202600
Sep 26, 202600
Sep 27, 202600
Sep 28, 202600
Sep 29, 202600
Sep 30, 202600
Oct 1, 202600
Oct 2, 202600
Oct 3, 202600
Oct 4, 202600
Oct 5, 202600
Oct 6, 202600
Oct 7, 202600
Oct 8, 202600
Oct 9, 202600
Oct 10, 202600
Oct 11, 202600
Oct 12, 202600
Oct 13, 202600
Oct 14, 202600
Oct 15, 202600
Oct 16, 202600
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Oct 22, 202600
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Oct 24, 202600
Oct 25, 202600
Oct 26, 202600
Oct 27, 202600
Oct 28, 202600
Oct 29, 202600
Oct 30, 202600
Oct 31, 202600
Nov 1, 202600
Nov 2, 202600
Nov 3, 202600
Nov 4, 202600
Nov 5, 202600
Nov 6, 202600
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Nov 8, 202600
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Nov 12, 202600
Nov 13, 202600

Token mix

How the 9.3B tokens split. Cache reads are usually most of an agent's tokens and are priced far below input.

  • Input6.7%
  • Output0.4%
  • Cache read93%
  • Cache write0%
  • Reasoning<0.1%

Agents that carry GLM-4.5 Air

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

  1. Claude Code96% of this model's tokens97active users
  2. OpenCode4.0% of this model's tokens22active users
  3. Kilo0.1% of this model's tokens2active users
  4. Pi<0.1% of this model's tokens5active users
  5. Hermes Agent<0.1% of this model's tokens2active users
  6. cc-mirror/zai<0.1% of this model's tokens1active users
  7. OpenClaw<0.1% of this model's tokens1active users
  8. Roo Code<0.1% of this model's tokens1active users
  9. Copilot<0.1% of this model's tokens1active users
  10. Senpi (OmO Native)<0.1% of this model's tokens1active users
  11. Codex CLI<0.1% of this model's tokens1active users
  12. Jcode<0.1% of this model's tokens1active users

Benchmarks

The best result for GLM-4.5 Air 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
  • Humanity's Last ExamReasoning · Center for AI Safety and Scale AI, collected by Epoch AI
    8.1%
    Rank #30 of 40 matched modelsNo conditions reportedModel released Jul 20, 2025Source: lastexam.ai (opens in a new tab)

Not evaluated: Epoch Capabilities Index, GPQA Diamond, FrontierMath Tiers 1–3 (v2), SimpleQA Verified, Terminal-Bench 4.1, CursorBench, DeepSWE, FrontierSWE, Agent Arena, WebDev 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
$0.05
Est. per 1M tokens
93% cache reads
At the community mix
$0.04
Est. per 1M tokens
93% cache reads
3:1 input/output blend
$0.43
Per 1M tokens at list prices
No cache

Cache reads were 93% of GLM-4.5 Air tokens across all time and 93% 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 $0.20, output $1.10, cache read $0.03, cache write $0.
  • This model's mix is its own input, output, cache and reasoning tokens across all time.
  • The community mix is the tokens of every identified model across all time.
  • 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-4.5-air
    $0.20 input per 1M tokens$1.10 output per 1M tokens$0.03 cache read per 1M tokens$0 cache write per 1M tokens131K tokens of context
  • OpenRouterz-ai/glm-4.5-air
    $0.20 input per 1M tokens$1.10 output per 1M tokens$0.03 cache read per 1M tokensCache write not listed131K tokens of context
  • Vercel AI Gatewayzai/glm-4.5-air
    $0.20 input per 1M tokens$1.10 output per 1M tokens$0.03 cache read per 1M tokensCache write not listed128K 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
131K tokens
Max output
98K tokens
Input
Text
Output
Text
Knowledge cutoff
Apr 2025
Release date
Jul 28, 2025
Open weights
Yes
Reasoning
Yes
Tool calling
Yes

Top public profiles

Public profiles that used GLM-4.5 Air most in this period, by tokens. Hidden accounts are never listed.

  1. 1SeonjunK@SeonjunK3.9Btokens$146est. cost3active days$146 est. cost · 3 active days
  2. 2ZoOL@foxzool981Mtokens$41est. cost23active days$41 est. cost · 23 active days
  3. 3umit1970@umit1970721.2Mtokens$48est. cost25active days$48 est. cost · 25 active days
  4. 4Bhavesh Patil@Uraniumking007415Mtokens$18est. cost20active days$18 est. cost · 20 active days
  5. 5Jongkuk Lim@JeiKeiLim358.4Mtokens$17est. cost21active days$17 est. cost · 21 active days
  6. 6Think4866@Think4866251.3Mtokens$15est. cost7active days$15 est. cost · 7 active days
  7. 7abilliontokens@abilliontokens211.4Mtokens$9est. cost9active days$9 est. cost · 9 active days
  8. 8Zen Huifer@huifer204.2Mtokens$12est. cost77active days$12 est. cost · 77 active days
  9. 9Michael Cheng@Michaelooo202.1Mtokens$12est. cost45active days$12 est. cost · 45 active days
  10. 10kil-penguin@kilhyeonjun193.7Mtokens$11est. cost23active days$11 est. cost · 23 active days

More from Z.ai

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

  1. GLM-5.222% adoption554active users
  2. GLM-5.117% adoption431active users
  3. GLM-5.3 Flash17% adoption410active users
  4. GLM-5.315% adoption364active users
  5. GLM-4.714% adoption353active users
  6. GLM-4.7 Free13% adoption328active 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.
  • 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