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GLM-4.7 vs GPT-5.4 mini

SpecGLM-4.7GPT-5.4 mini
Respan Index32.2 (#74)34.0 (#73)
Blended price per 1M$0.738$1.69
Context window200K400K
Input / output per 1M$0.4 / $1.75$0.75 / $4.5
Max output131K128K
Inputtexttext, vision
Released2025-12-222026-03-17

Respan Index by category

Each category is scored 0 to 100, and how far ahead the winner is. Leads under a point are close to even.

CategoryGLM-4.7GPT-5.4 mini
Coding12.3* GLM-4.713.9 GPT-5.4 mini
Agents42.2 GLM-4.748.0 GPT-5.4 mini
Reasoning30.5 GLM-4.732.3 GPT-5.4 mini
Knowledge & language32.2 GLM-4.728.9 GPT-5.4 mini
Human preference51.5 GLM-4.750.6 GPT-5.4 mini

* Estimated: no published scores in that category. How the Respan Index works

Benchmarks both report

GPT-5.4 mini leads on 4 of the 6 benchmarks both report. Higher is better. Each score links to where it was published.

BenchmarkGLM-4.7GPT-5.4 mini
Chess Puzzles (Epoch AI)21%23%
LMArena Elo14411447
LMArena WebDev (LMArena)14351397
GPQA Diamond83.3%88%
OTIS Mock AIME 2024-2025 (Epoch AI)83.3%88.9%
SimpleQA Verified32.2%29.4%

FAQ

Is GLM-4.7 better than GPT-5.4 mini?

GPT-5.4 mini scores 34.0 on the Respan Index (#73), ahead of GLM-4.7 at 32.2 (#74). GPT-5.4 mini leads on 4 of the 6 benchmarks both report.

Which is cheaper, GLM-4.7 or GPT-5.4 mini?

GLM-4.7 lists at $0.4 input and $1.75 output per 1M tokens; GPT-5.4 mini at $0.75 and $4.5. GLM-4.7 is 2.3x cheaper per token at list price.

Which has the larger context window?

GLM-4.7 accepts 200K tokens and GPT-5.4 mini 400K tokens.

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