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Claude Opus 4.8 (Fast) 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 4.8 (Fast) and GLM 4.7.

Anthropic

Claude Opus 4.8 (Fast)

Fast-mode variant of [Opus 4.8](/anthropic/claude-opus-4.8) - identical capabilities with higher output speed at 2x pricing relative to regular Opus 4.8. Learn more in Anthropic's docs: https://platform.claude.com/docs/en/build-with-claude/fast-mode

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Zhipu AI

GLM 4.7

GLM-4.7 is Z.aiโ€™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 4.8 (Fast)GLM 4.7
ProviderAnthropicZhipu AI
Context Window1,000,000 tokens202,752 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-05-272025-12-22

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.8 (Fast)

$10.00

GLM 4.7

$0.40

Output Price per Million Tokens

Claude Opus 4.8 (Fast)

$50.00

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 4.8 (Fast)
GLM 4.7
HumanEvalPython coding & logic synthesis
N/Avs8200.0%
Claude Opus 4.8 (Fast)
GLM 4.7
MATHComplex mathematical problem solving
N/Avs5150.0%
Claude Opus 4.8 (Fast)
GLM 4.7
GPQAGraduate-level expert reasoning
N/Avs3800.0%
Claude Opus 4.8 (Fast)
GLM 4.7
HellaSwagCommonsense reasoning and inference
N/Avs8350.0%
Claude Opus 4.8 (Fast)
GLM 4.7
MT-BenchMulti-turn conversation flow quality
N/Avs865.0%
Claude Opus 4.8 (Fast)
GLM 4.7

Claude Opus 4.8 (Fast) Quirks & Gotchas

No developer gotchas reported.

GLM 4.7 Quirks & Gotchas

No developer gotchas reported.