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Codestral 2508 vs GLM 5 Turbo

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 Turbo.

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 Turbo

GLM-5 Turbo is a new model from Z.ai designed for fast inference and strong performance in agent-driven environments such as OpenClaw scenarios. It is deeply optimized for real-world agent workflows...

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Technical Specifications

SpecificationCodestral 2508GLM 5 Turbo
ProviderMistralZhipu AI
Context Window256,000 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-012026-03-15

API Pricing Comparison

Input Price per Million Tokens

Codestral 2508

$0.30

GLM 5 Turbo

$1.20

Output Price per Million Tokens

Codestral 2508

$0.90

GLM 5 Turbo

$4.00

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/Avs8300.0%
Codestral 2508
GLM 5 Turbo
HumanEvalPython coding & logic synthesis
N/Avs8450.0%
Codestral 2508
GLM 5 Turbo
MATHComplex mathematical problem solving
N/Avs5800.0%
Codestral 2508
GLM 5 Turbo
GPQAGraduate-level expert reasoning
N/Avs4000.0%
Codestral 2508
GLM 5 Turbo
HellaSwagCommonsense reasoning and inference
N/Avs8450.0%
Codestral 2508
GLM 5 Turbo
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
Codestral 2508
GLM 5 Turbo

Codestral 2508 Quirks & Gotchas

No developer gotchas reported.

GLM 5 Turbo Quirks & Gotchas

No developer gotchas reported.