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Claude Opus 4.1vsGLM-5.1

GLM-5.1 leads 4 of 4 shared benchmarks. GLM-5.1 is 15.5x 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 – 4
GLM-5.1 leads
Cheaper per token
GLM-5.1
15.5x 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-5.1
Z.ai · released 2026-04-07
text
Context
200K
Max out
131K
Input /1M
$1.4
Output /1M
$4.4
Cached /1M
$0.26
Scores
7 · 7 core
Quality

Benchmark matrix

BenchmarkClaude Opus 4.1GLM-5.1ΔEdge
Reported by both · 4
GPQA Diamond77.3% epoch89.9% epoch-12.6 ptGLM-5.1
FrontierMath Tiers 1-3 v2 (Epoch AI run)12.6% epoch36.8% epoch-24.2 ptGLM-5.1
OTIS Mock AIME 2024-2025 (Epoch AI run)68.9% epoch93.3% epoch-24.4 ptGLM-5.1
SWE-bench Verified (Epoch AI run)73.3% epoch74.2% epoch-0.9 ptGLM-5.1
Only Claude Opus 4.1 reports · 2
SWE-bench Verified74.5% not reported
FrontierMath Tier 4 v2 (Epoch AI run)2.4% epochnot reported
Only GLM-5.1 reports · 3
AIME 2026not reported95.8% matharena
LMArena Elonot reported1462.4
SimpleQA Verifiednot reported34% 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-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

SpecClaude Opus 4.1GLM-5.1Edge
Context window200K tokens200K tokensTie
Max output32K tokens131K tokensGLM-5.1
Input price / 1M$15 $1.4 GLM-5.1
Output price / 1M$75 $4.4 GLM-5.1
Cached input / 1M$1.5 $0.26 GLM-5.1
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$90$5.8GLM-5.1
Modalitiestext · visiontextClaude Opus 4.1
Released2025-08-052026-04-07
Cited benchmark scores67
Reliability

Provider status

All providers
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Public benchmarks are a starting point. Run Claude Opus 4.1 and GLM-5.1 on your own prompts with Respan evals, or route to either through one gateway key with automatic failover.