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Claude Haiku 4.5 vs GLM 4.5 Air

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 Haiku 4.5 and GLM 4.5 Air.

Anthropic

Claude Haiku 4.5

Claude Haiku 4.5 is Anthropic’s fastest and most efficient model, delivering near-frontier intelligence at a fraction of the cost and latency of larger Claude models. Matching Claude Sonnet 4’s performance...

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Zhipu AI

GLM 4.5 Air

GLM-4.5-Air is the lightweight variant of our latest flagship model family, also purpose-built for agent-centric applications. Like GLM-4.5, it adopts the Mixture-of-Experts (MoE) architecture but with a more compact parameter...

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Technical Specifications

SpecificationClaude Haiku 4.5GLM 4.5 Air
ProviderAnthropicZhipu AI
Context Window200,000 tokens131,072 tokens
Agent Suitability87/100N/A
Time to First Token (TTFT)180 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-10-152025-07-25

API Pricing Comparison

Input Price per Million Tokens

Claude Haiku 4.5

$1.00

GLM 4.5 Air

$0.13

Output Price per Million Tokens

Claude Haiku 4.5

$5.00

GLM 4.5 Air

$0.85

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
8480.0%vsN/A
Claude Haiku 4.5
GLM 4.5 Air
HumanEvalPython coding & logic synthesis
8600.0%vsN/A
Claude Haiku 4.5
GLM 4.5 Air
MATHComplex mathematical problem solving
7500.0%vsN/A
Claude Haiku 4.5
GLM 4.5 Air
GPQAGraduate-level expert reasoning
5500.0%vsN/A
Claude Haiku 4.5
GLM 4.5 Air
HellaSwagCommonsense reasoning and inference
9350.0%vsN/A
Claude Haiku 4.5
GLM 4.5 Air
MT-BenchMulti-turn conversation flow quality
890.0%vsN/A
Claude Haiku 4.5
GLM 4.5 Air

Claude Haiku 4.5 Quirks & Gotchas

  • Fastest TTFT in the Claude lineup — ideal for real-time chat
  • Tool calling limited compared to Sonnet — best for simple classification and routing

GLM 4.5 Air Quirks & Gotchas

No developer gotchas reported.