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Compare / head-to-head

GLM-4.5-AirvsGPT-5.1

GPT-5.1 leads 2 of 2 shared benchmarks. GLM-4.5-Air is 8.7x cheaper per token. GPT-5.1 has the larger context window (400K tokens).

Benchmarks from cited public sources; pricing from official pages; status from official provider feeds.

Shared benchmarks
0 – 2
GPT-5.1 leads
Cheaper per token
GLM-4.5-Air
8.7x cheaper, input + output
Larger context
GPT-5.1
400K tokens
Provider uptime (30d)
— · 94.2446%
Z.ai · OpenAI
text
Context
128K
Max out
98K
Input /1M
$0.2
Output /1M
$1.1
Cached /1M
$0.03
Scores
2 · 2 core
GPT-5.1
OpenAI · released 2025-11-13
textvision
Context
400K
Max out
128K
Input /1M
$1.25
Output /1M
$10
Cached /1M
$0.125
Scores
6 · 6 core
Quality

Benchmark matrix

BenchmarkGLM-4.5-AirGPT-5.1ΔEdge
Reported by both · 2
AIME 202583.3% matharena94.2% matharena-10.9 ptGPT-5.1
LMArena Elo1383.6 1422.6 -39GPT-5.1
Only GLM-4.5-Air reports · 0
GLM-4.5-Air reports nothing GPT-5.1 does not.
Only GPT-5.1 reports · 4
GPQA Diamondnot reported87.6% epoch
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported88.6% epoch
SimpleQA Verifiednot reported48% epoch
SWE-bench Verified (Epoch AI run)not reported68% epoch
Scores tagged "epoch" or "matharena" are independent runs, used only where the lab has not published its own; ⚠ marks rows MathArena flags as released after the competition. Higher is better on every row. Δ is GLM-4.5-Air minus GPT-5.1 in the benchmark's own unit. "Not reported" means the lab has not published that figure; it is not a zero. ↗ opens the source.
Specs & pricing

Side by side

SpecGLM-4.5-AirGPT-5.1Edge
Context window128K tokens400K tokensGPT-5.1
Max output98K tokens128K tokensGPT-5.1
Input price / 1M$0.2 $1.25 GLM-4.5-Air
Output price / 1M$1.1 $10 GLM-4.5-Air
Cached input / 1M$0.03 $0.125 GLM-4.5-Air
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$1.3$11.25GLM-4.5-Air
Modalitiestexttext · visionGPT-5.1
Released2025-11-13
Cited benchmark scores26
Reliability

Provider status

All providers
Built by Respan
Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.5-Air and GPT-5.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.