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Codestral 2508 vs GLM 5

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 Codestral 2508 and GLM 5.

Mistral

Codestral 2508

Mistral's cutting-edge language model for coding released end of July 2025. Codestral specializes in low-latency, high-frequency tasks such as fill-in-the-middle (FIM), code correction and test generation. [Blog Post](https://mistral.ai/news/codestral-25-08)

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Zhipu AI

GLM 5

GLM-5 is Z.aiโ€™s flagship open-source foundation model engineered for complex systems design and long-horizon agent workflows. Built for expert developers, it delivers production-grade performance on large-scale programming tasks, rivaling leading...

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Technical Specifications

SpecificationCodestral 2508GLM 5
ProviderMistralZhipu AI
Context Window256,000 tokens202,752 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-012026-02-11

API Pricing Comparison

Input Price per Million Tokens

Codestral 2508

$0.30

GLM 5

$0.60

Output Price per Million Tokens

Codestral 2508

$0.90

GLM 5

$1.92

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/Avs8650.0%
Codestral 2508
GLM 5
HumanEvalPython coding & logic synthesis
N/Avs8700.0%
Codestral 2508
GLM 5
MATHComplex mathematical problem solving
N/Avs7400.0%
Codestral 2508
GLM 5
GPQAGraduate-level expert reasoning
N/Avs4800.0%
Codestral 2508
GLM 5
HellaSwagCommonsense reasoning and inference
N/Avs8700.0%
Codestral 2508
GLM 5
MT-BenchMulti-turn conversation flow quality
N/Avs910.0%
Codestral 2508
GLM 5

Codestral 2508 Quirks & Gotchas

No developer gotchas reported.

GLM 5 Quirks & Gotchas

No developer gotchas reported.