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Claude Opus 4.7vsGLM-5.3

Claude Opus 4.7 leads 5 of 6 shared benchmarks. GLM-5.3 is 5.2x cheaper per token. Both offer a 1M-token context window.

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

Shared benchmarks
5 – 1
Claude Opus 4.7 leads
Cheaper per token
GLM-5.3
5.2x cheaper, input + output
Larger context
Tie
both 1M tokens
Provider uptime (30d)
100% · —
Anthropic · Z.ai
Claude Opus 4.7
Anthropic · released 2026-04-16
textvision
Context
1M
Max out
128K
Input /1M
$5
Output /1M
$25
Cached /1M
$0.5
Scores
18 · 14 core
GLM-5.3
Z.ai · released 2026-08-14
text
Context
1M
Max out
131K
Input /1M
$1.4
Output /1M
$4.4
Cached /1M
$0.26
Scores
33 · 6 core
Quality

Benchmark matrix

BenchmarkClaude Opus 4.7GLM-5.3ΔEdge
Reported by both · 6
GPQA Diamond94.2% 90.9% epoch+3.3 ptClaude Opus 4.7
FrontierMath Tier 4 v2 (Epoch AI run)31.7% epoch29.3% epoch+2.4 ptClaude Opus 4.7
FrontierMath Tiers 1-3 v2 (Epoch AI run)70.2% epoch68.8% epoch+1.4 ptClaude Opus 4.7
OTIS Mock AIME 2024-2025 (Epoch AI run)97.8% epoch91.1% epoch+6.7 ptClaude Opus 4.7
SimpleQA Verified51.7% epoch41% epoch+10.7 ptClaude Opus 4.7
Terminal-Bench 2.166.1% 88.2% -22.1 ptGLM-5.3
Only Claude Opus 4.7 reports · 11
SWE-bench Verified87.6% not reported
AIME 202695.8% matharenanot reported
Humanity's Last Exam (no tools)46.9% not reported
LMArena Elo1483.4 not reported
BrowseComp79.8% not reported
Humanity's Last Exam (with tools)54.7% not reported
OSWorld-Verified82.8% not reported
SWE-bench Multilingual80.5% not reported
SWE-bench Multimodal34.5% not reported
SWE-Bench Pro64.3% not reported
SWE-bench Verified (Epoch AI run)83.5% epochnot reported
Only GLM-5.3 reports · 18
Agents' Last Examnot reported28.5%
Agents' Last Exam (ALE-CLI)not reported28.5%
AutomationBench v1.0.6not reported48.2%
CyberGymnot reported84.5%
DeepSWE v1.1not reported66.9%
ExploitBenchnot reported54.4%
ExploitGym 2hnot reported105
ExploitGym 6hnot reported130
FrontierSWEnot reported78.1%
GDPval-AA v2not reported1769
HLE (with tools)not reported62.5%
NL2Reponot reported58%
PostTrainBenchnot reported39.8%
ProgramBench (Almost Solved)not reported19%
SWE-Marathon v1.1not reported42.5%
Terminal-Bench 3.0not reported28.3%
Toolathlon Verifiednot reported73%
Z.ai Code Bench (max effort)not reported34.5%
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 4.7 minus GLM-5.3 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 4.7GLM-5.3Edge
Context window1M tokens1M tokensTie
Max output128K tokens131K tokensGLM-5.3
Input price / 1M$5 $1.4 GLM-5.3
Output price / 1M$25 $4.4 GLM-5.3
Cached input / 1M$0.5 $0.26 GLM-5.3
Input + output / 1M
Lower is cheaper. List prices; batch, tool and regional fees excluded.
$30$5.8GLM-5.3
Modalitiestext · visiontextClaude Opus 4.7
Released2026-04-162026-08-14
Cited benchmark scores1833
Reliability

Provider status

All providers
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