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Compare / head-to-head

Claude Opus 4.1vsGLM-4.7

GLM-4.7 leads 2 of 2 shared benchmarks. GLM-4.7 is 32.1x cheaper per token. Both offer a 200K-token context window.

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

Shared benchmarks
0 – 2
GLM-4.7 leads
Cheaper per token
GLM-4.7
32.1x cheaper, input + output
Larger context
Tie
both 200K tokens
Provider uptime (30d)
100% · —
Anthropic · Z.ai
Claude Opus 4.1
Anthropic · released 2025-08-05
textvision
Context
200K
Max out
32K
Input /1M
$15
Output /1M
$75
Cached /1M
$1.5
Scores
6 · 6 core
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
Quality

Benchmark matrix

BenchmarkClaude Opus 4.1GLM-4.7ΔEdge
Reported by both · 2
GPQA Diamond77.3% epoch83.3% epoch-6 ptGLM-4.7
OTIS Mock AIME 2024-2025 (Epoch AI run)68.9% epoch83.3% epoch-14.4 ptGLM-4.7
Only Claude Opus 4.1 reports · 4
SWE-bench Verified74.5% not reported
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epochnot reported
FrontierMath Tiers 1-3 v2 (Epoch AI run)12.6% epochnot reported
SWE-bench Verified (Epoch AI run)73.3% epochnot reported
Only GLM-4.7 reports · 2
LMArena Elonot reported1435.9
SimpleQA Verifiednot reported32.2% 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 Claude Opus 4.1 minus GLM-4.7 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

SpecClaude Opus 4.1GLM-4.7Edge
Context window200K tokens200K tokensTie
Max output32K tokens131K tokensGLM-4.7
Input price / 1M$15 $0.6 GLM-4.7
Output price / 1M$75 $2.2 GLM-4.7
Cached input / 1M$1.5 $0.11 GLM-4.7
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$90$2.8GLM-4.7
Modalitiestext · visiontextClaude Opus 4.1
Released2025-08-052025-12-22
Cited benchmark scores64
Reliability

Provider status

All providers
More matchups

Claude Opus 4.1 vs …

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Public benchmarks are a starting point. Run Claude Opus 4.1 and GLM-4.7 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.