BenchLeader

GLM-4.5-Air

Best configuration ranks #373 of 610 on the BenchLeader Index at 46.0 ±5.1. Last measured 2 Sept 2026. Released 28 Jul 2025.

Blended price
$0.425/M
$0.200 in · $1.10 out
Output speed
54 tok/s
First answer
40 s
first token 1.30 s
Context
131k
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index46
  2. Reasoning43
  3. Coding46
  4. Agents & tools51
  5. Knowledge32
  6. Instruction following40
  7. Human preference55
  8. Long context49
  9. Composite43

Benchmark results

One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Coding

BenchmarkdefaultSource
GSO-Bench2.9%#28GSO-Bench
LMArena Coding1427#155LMArena

Agents & tools

Knowledge

BenchmarkdefaultSource
AA-Omniscience-61.5#398Artificial Analysis
MultiNRC10.4%#40Scale AI SEAL

Instruction following

BenchmarkdefaultSource
IFBench37.5%#277Artificial Analysis

Human preference

BenchmarkdefaultSource
LMArena Text1373#159LMArena

Long context

BenchmarkdefaultSource
AA-LCR46.7%#262Artificial Analysis

Composite

BenchmarkdefaultSource
AA Intelligence Index11.1#295Artificial Analysis

Where to run it

Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.

ProviderSpeedFirst tokenInput $/MOutput $/MContextQuantisation
NovitaAI47 tok/s0.63 s$0.130$0.850131kbf16
Z.ai42 tok/s2.48 s$0.200$1.10131kfp8
SiliconFlow28 tok/s1.30 s$0.140$0.860131kfp8

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $0.030 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0004$0.000445.0 s
Summarise a 30-page report12,000 / 600$0.0031$0.001550.6 s
Code edit6,000 / 1,500$0.0029$0.00211.1 min
Agentic coding session60,000 / 4,000$0.016$0.00881.9 min
Structured extraction2,000 / 200$0.0006$0.000443.2 s

See also

Data as of 9 Sept 2026. Compare with another model.