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GLM-4.7-FlashXvsGPT-5.4 mini

GLM-4.7-FlashX and GPT-5.4 mini do not yet share a public benchmark, so quality cannot be compared apples-to-apples. GLM-4.7-FlashX is 11.2x cheaper per token. GPT-5.4 mini has the larger context window (400K tokens).

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

Shared benchmarks
0
no overlap yet
Cheaper per token
GLM-4.7-FlashX
11.2x cheaper, input + output
Larger context
GPT-5.4 mini
400K tokens
Provider uptime (30d)
— · 95.1368%
Z.ai · OpenAI
text
Context
200K
Max out
131K
Input /1M
$0.07
Output /1M
$0.4
Cached /1M
$0.01
Scores
0 · 0 core
GPT-5.4 mini
OpenAI · released 2026-03-17
textvision
Context
400K
Max out
128K
Input /1M
$0.75
Output /1M
$4.5
Cached /1M
$0.075
Scores
10 · 6 core
Quality

Benchmark matrix

BenchmarkGLM-4.7-FlashXGPT-5.4 miniΔEdge
Reported by both · 0
No public benchmark is reported for both models yet.
Only GLM-4.7-FlashX reports · 0
GLM-4.7-FlashX reports nothing GPT-5.4 mini does not.
Only GPT-5.4 mini reports · 9
GPQA Diamondnot reported88%
FrontierMath Tier 4 v2 (Epoch AI run)not reported9.8% epoch
FrontierMath Tiers 1-3 v2 (Epoch AI run)not reported51.2% epoch
OSWorld-Verifiednot reported72.1%
OTIS Mock AIME 2024-2025 (Epoch AI run)not reported88.9% epoch
SimpleQA Verifiednot reported29.4% epoch
SWE-Bench Pronot reported54.4%
Terminal-Bench 2.0not reported60%
Toolathlonnot reported42.9%
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-FlashX minus GPT-5.4 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-4.7-FlashXGPT-5.4 miniEdge
Context window200K tokens400K tokensGPT-5.4 mini
Max output131K tokens128K tokensGLM-4.7-FlashX
Input price / 1M$0.07 $0.75 GLM-4.7-FlashX
Output price / 1M$0.4 $4.5 GLM-4.7-FlashX
Cached input / 1M$0.01 $0.075 GLM-4.7-FlashX
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$0.47$5.25GLM-4.7-FlashX
Modalitiestexttext · visionGPT-5.4 mini
Released2026-03-17
Cited benchmark scores010
Reliability

Provider status

All providers
More matchups

GPT-5.4 mini vs …

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Which one wins on your data?

Public benchmarks are a starting point. Run GLM-4.7-FlashX and GPT-5.4 mini on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.