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Claude Opus 4.1 vs GLM 4.7

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude Opus 4.1 and GLM 4.7.

Anthropic

Claude Opus 4.1

Claude Opus 4.1 is an updated version of Anthropic’s flagship model, offering improved performance in coding, reasoning, and agentic tasks. It achieves 74.5% on SWE-bench Verified and shows notable gains...

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Zhipu AI

GLM 4.7

GLM-4.7 is Z.ai’s latest flagship model, featuring upgrades in two key areas: enhanced programming capabilities and more stable multi-step reasoning/execution. It demonstrates significant improvements in executing complex agent tasks while...

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Technical Specifications

SpecificationClaude Opus 4.1GLM 4.7
ProviderAnthropicZhipu AI
Context Window200,000 tokens202,752 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-052025-12-22

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.1

$15.00

GLM 4.7

$0.40

Output Price per Million Tokens

Claude Opus 4.1

$75.00

GLM 4.7

$1.75

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8150.0%
Claude Opus 4.1
GLM 4.7
HumanEvalPython coding & logic synthesis
N/Avs8200.0%
Claude Opus 4.1
GLM 4.7
MATHComplex mathematical problem solving
N/Avs5150.0%
Claude Opus 4.1
GLM 4.7
GPQAGraduate-level expert reasoning
N/Avs3800.0%
Claude Opus 4.1
GLM 4.7
HellaSwagCommonsense reasoning and inference
N/Avs8350.0%
Claude Opus 4.1
GLM 4.7
MT-BenchMulti-turn conversation flow quality
N/Avs865.0%
Claude Opus 4.1
GLM 4.7

Claude Opus 4.1 Quirks & Gotchas

No developer gotchas reported.

GLM 4.7 Quirks & Gotchas

No developer gotchas reported.