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GLM-4.7vsGPT-5 mini

GLM-4.7 leads 2 of 3 shared benchmarks. GPT-5 mini is 1.2x cheaper per token. GPT-5 mini has the larger context window (400K tokens).

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

Shared benchmarks
2 – 1
GLM-4.7 leads
Cheaper per token
GPT-5 mini
1.2x cheaper, input + output
Larger context
GPT-5 mini
400K tokens
Provider uptime (30d)
— · 94.2446%
Z.ai · OpenAI
GLM-4.7
Z.ai · released 2025-12-22
text
Context
200K
Max out
131K
Input /1M
$0.6
Output /1M
$2.2
Cached /1M
$0.11
Scores
4 · 4 core
GPT-5 mini
OpenAI · released 2025-08-07
textvision
Context
400K
Max out
128K
Input /1M
$0.25
Output /1M
$2
Cached /1M
$0.025
Scores
9 · 8 core
Quality

Benchmark matrix

BenchmarkGLM-4.7GPT-5 miniΔEdge
Reported by both · 3
GPQA Diamond83.3% epoch81.6% +1.7 ptGLM-4.7
OTIS Mock AIME 2024-2025 (Epoch AI run)83.3% epoch86.7% epoch-3.4 ptGPT-5 mini
SimpleQA Verified32.2% epoch21.6% epoch+10.6 ptGLM-4.7
Only GLM-4.7 reports · 1
LMArena Elo1435.9 not reported
Only GPT-5 mini reports · 5
SWE-bench Verifiednot reported71%
AIME 2025not reported87.5% matharena
FrontierMath Tier 4 v2 (Epoch AI run)not reported12.2% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported46.7% epoch
SWE-bench Verified (Epoch AI run)not reported64.7% 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-4.7 minus GPT-5 mini 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-4.7GPT-5 miniEdge
Context window200K tokens400K tokensGPT-5 mini
Max output131K tokens128K tokensGLM-4.7
Input price / 1M$0.6 $0.25 GPT-5 mini
Output price / 1M$2.2 $2 GPT-5 mini
Cached input / 1M$0.11 $0.025 GPT-5 mini
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$2.8$2.25GPT-5 mini
Modalitiestexttext · visionGPT-5 mini
Released2025-12-222025-08-07
Cited benchmark scores49
Reliability

Provider status

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Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.7 and GPT-5 mini on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.