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Devstral Medium vs GLM-5.3

Comparing Devstral Medium and GLM-5.3 across benchmarks, pricing, and capabilities.

Mistral AI · Zhipu AI · Updated for 2026

Which is better?

Devstral Medium and GLM-5.3 trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

On price, Devstral Medium is roughly 2.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GLM-5.3 also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current benchmark, pricing, and model metadata for 2026.

Choose Devstral Medium

  • cost matters — it's about 2.7x cheaper per token

Choose GLM-5.3

  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Benchmark wins
Input price
$0.40 / M
$1.40 / M
Output price
$2.00 / M
$4.40 / M
Context window
128,000
1,000,000
Released
Jul 2025
Aug 2026
License
Proprietary
Unknown

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

Devstral Medium and GLM-5.3don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Playground indexes and blind preference scores

Pricing Analysis

Price comparison per million tokens

Devstral Medium costs less

For input processing, Devstral Medium ($0.40/1M tokens) is 3.5x cheaper than GLM-5.3 ($1.40/1M tokens).

For output processing, Devstral Medium ($2.00/1M tokens) is 2.2x cheaper than GLM-5.3 ($4.40/1M tokens).

In conclusion, GLM-5.3 is more expensive than Devstral Medium.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Tue Aug 25 2026 • llm-stats.com
Mistral AI
Devstral Medium
Input tokens$0.40
Output tokens$2.00
Best providerMistral
Zhipu AI
GLM-5.3
Input tokens$1.40
Output tokens$4.40
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GLM-5.3 accepts 1,000,000 input tokens compared to Devstral Medium's 128,000 tokens. Both models can generate responses up to 128,000 tokens.

Mistral AI
Devstral Medium
Input128,000 tokens
Output128,000 tokens
Zhipu AI
GLM-5.3
Input1,000,000 tokens
Output128,000 tokens
Tue Aug 25 2026 • llm-stats.com

Release Timeline

When each model was launched

Devstral Medium was released on 2025-07-10, while GLM-5.3 was released on 2026-08-14.

GLM-5.3 is 13 months newer than Devstral Medium.

Devstral Medium

Jul 10, 2025

1.1 years ago

GLM-5.3

Aug 14, 2026

1 weeks ago

1.1yr newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Devstral Medium is available from Mistral AI. GLM-5.3 is available from ZAI.

Devstral Medium

mistral logo
Mistral
Input Price:Input: $0.40/1MOutput Price:Output: $2.00/1M

GLM-5.3

z logo
Unknown Organization
Input Price:Input: $1.40/1MOutput Price:Output: $4.40/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Devstral Medium and GLM-5.3 side-by-side, then vote on the output you prefer.

Devstral Medium
✓ Preferred
GLM-5.3
Open in Playground

FAQ

Common questions about Devstral Medium vs GLM-5.3.

Which is better, Devstral Medium or GLM-5.3?

Devstral Medium (Mistral AI) and GLM-5.3 (Zhipu AI) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Devstral Medium compare to GLM-5.3 in benchmarks?

Devstral Medium scores SWE-Bench Verified: 61.6%. GLM-5.3 scores Terminal-Bench 2.1: 88.2%, CyberGym: 84.5%, FrontierSWE: 78.1%, Toolathlon: 73.0%, DeepSWE 1.1: 66.9%.

Is Devstral Medium cheaper than GLM-5.3?

Devstral Medium is 3.5x cheaper for input tokens. Devstral Medium costs $0.40/M input and $2.00/M output via mistral. GLM-5.3 costs $1.40/M input and $4.40/M output via z.

What are the context window sizes for Devstral Medium and GLM-5.3?

Devstral Medium supports 128K tokens and GLM-5.3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Devstral Medium and GLM-5.3?

Key differences include context window (128K vs 1.0M), input pricing ($0.40 vs $1.40/M), licensing (Proprietary vs Unknown). See the full comparison above for benchmark-by-benchmark results.

Who makes Devstral Medium and GLM-5.3?

Devstral Medium is developed by Mistral AI and GLM-5.3 is developed by Zhipu AI.