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Compare / head-to-head

GLM-5vsGPT-5.1

GLM-5 leads 4 of 5 shared benchmarks. GLM-5 is 2.7x 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
4 – 1
GLM-5 leads
Cheaper per token
GLM-5
2.7x cheaper, input + output
Larger context
GPT-5.1
400K tokens
Provider uptime (30d)
— · 94.2446%
Z.ai · OpenAI
GLM-5
Z.ai
text
Context
200K
Max out
131K
Input /1M
$1
Output /1M
$3.2
Cached /1M
$0.2
Scores
8 · 7 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-5GPT-5.1ΔEdge
Reported by both · 5
GPQA Diamond87.8% epoch87.6% epoch+0.2 ptGLM-5
AIME 202596.7% matharena94.2% matharena+2.5 ptGLM-5
LMArena Elo1446.3 1422.6 +23.7GLM-5
OTIS Mock AIME 2024-2025 (Epoch AI run)80% epoch88.6% epoch-8.6 ptGPT-5.1
SWE-bench Verified (Epoch AI run)72.1% epoch68% epoch+4.1 ptGLM-5
Only GLM-5 reports · 3
SWE-bench Verified77.8% not reported
AIME 202696.7% matharenanot reported
Terminal-Bench 2.056.2% not reported
Only GPT-5.1 reports · 1
SimpleQA Verifiednot reported48% 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-5 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-5GPT-5.1Edge
Context window200K tokens400K tokensGPT-5.1
Max output131K tokens128K tokensGLM-5
Input price / 1M$1 $1.25 GLM-5
Output price / 1M$3.2 $10 GLM-5
Cached input / 1M$0.2 $0.125 GPT-5.1
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$4.2$11.25GLM-5
Modalitiestexttext · visionGPT-5.1
Released2025-11-13
Cited benchmark scores86
Reliability

Provider status

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

Public benchmarks are a starting point. Run GLM-5 and GPT-5.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.