Model Comparison

Kimi K3 vs Ministral 3 (8B Reasoning 2512)Which is better in 2026?

Kimi K3 significantly outperforms across most benchmarks. Ministral 3 (8B Reasoning 2512) is 40.0x cheaper per token.

Verdict: Kimi K3 vs Ministral 3 (8B Reasoning 2512) — which is better?

Kimi K3 (by Moonshot AI) and Ministral 3 (8B Reasoning 2512) (by Mistral AI) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

Kimi K3 outperforms in 1 benchmarks (GPQA), while Ministral 3 (8B Reasoning 2512) is better at 0 benchmarks. Kimi K3 significantly outperforms across most benchmarks.

On price, Ministral 3 (8B Reasoning 2512) is roughly 40.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Kimi K3 also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose Kimi K3 if…

  • you want the strongest raw capability — it leads on 1 of 1 shared benchmarks
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Jul 2026

Choose Ministral 3 (8B Reasoning 2512) if…

  • cost matters — it's about 40.0x cheaper per token
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

1 benchmarks

Kimi K3 outperforms in 1 benchmarks (GPQA), while Ministral 3 (8B Reasoning 2512) is better at 0 benchmarks.

Kimi K3 significantly outperforms across most benchmarks.

Tue Jul 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Ministral 3 (8B Reasoning 2512) costs less

For input processing, Kimi K3 ($3.00/1M tokens) is 20.0x more expensive than Ministral 3 (8B Reasoning 2512) ($0.15/1M tokens).

For output processing, Kimi K3 ($15.00/1M tokens) is 100.0x more expensive than Ministral 3 (8B Reasoning 2512) ($0.15/1M tokens).

In conclusion, Kimi K3 is more expensive than Ministral 3 (8B Reasoning 2512).*

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

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
Moonshot AI
Kimi K3
Input tokens$3.00
Output tokens$15.00
Best providerUnknown Organization
Mistral AI
Ministral 3 (8B Reasoning 2512)
Input tokens$0.15
Output tokens$0.15
Best providerMistral
Notice missing or incorrect data?Start an Issue

Model Size

Parameter count comparison

2792.0B diff

Kimi K3 has 2792.0B more parameters than Ministral 3 (8B Reasoning 2512), making it 34900.0% larger.

Moonshot AI
Kimi K3
2.8Tparameters
Mistral AI
Ministral 3 (8B Reasoning 2512)
8.0Bparameters
2800.0B
Kimi K3
8.0B
Ministral 3 (8B Reasoning 2512)

Context Window

Maximum input and output token capacity

Kimi K3 accepts 1,048,576 input tokens compared to Ministral 3 (8B Reasoning 2512)'s 262,100 tokens. Kimi K3 can generate longer responses up to 1,048,576 tokens, while Ministral 3 (8B Reasoning 2512) is limited to 262,100 tokens.

Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Mistral AI
Ministral 3 (8B Reasoning 2512)
Input262,100 tokens
Output262,100 tokens
Tue Jul 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Kimi K3 and Ministral 3 (8B Reasoning 2512) support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Kimi K3

Text
Images
Audio
Video

Ministral 3 (8B Reasoning 2512)

Text
Images
Audio
Video

Release Timeline

When each model was launched

Kimi K3 was released on 2026-07-16, while Ministral 3 (8B Reasoning 2512) was released on 2025-12-04.

Kimi K3 is 7 months newer than Ministral 3 (8B Reasoning 2512).

Kimi K3

Jul 16, 2026

5 days ago

7mo newer
Ministral 3 (8B Reasoning 2512)

Dec 4, 2025

7 months ago

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

Kimi K3 is available from Moonshot AI. Ministral 3 (8B Reasoning 2512) is available from Mistral AI.

Kimi K3

moonshot logo
Unknown Organization
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M

Ministral 3 (8B Reasoning 2512)

mistral logo
Mistral
Input Price:Input: $0.15/1MOutput Price:Output: $0.15/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Key Takeaways

Larger context window (1,048,576 tokens)
Higher GPQA score (93.5% vs 66.8%)
Less expensive input tokens
Less expensive output tokens

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Kimi K3 and Ministral 3 (8B Reasoning 2512) side-by-side, then vote on the output you prefer.

Kimi K3
✓ Preferred
Ministral 3 (8B Reasoning 2512)
Open in Playground
AI Model Comparison Table
Feature
Moonshot AI
Kimi K3
Mistral AI
Ministral 3 (8B Reasoning 2512)

FAQ

Common questions about Kimi K3 vs Ministral 3 (8B Reasoning 2512).

Which is better, Kimi K3 or Ministral 3 (8B Reasoning 2512)?

Kimi K3 significantly outperforms across most benchmarks. Kimi K3 is made by Moonshot AI and Ministral 3 (8B Reasoning 2512) is made by Mistral AI. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Kimi K3 compare to Ministral 3 (8B Reasoning 2512) in benchmarks?

Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%. Ministral 3 (8B Reasoning 2512) scores AIME 2024: 86.0%, AIME 2025: 78.7%, GPQA: 66.8%, LiveCodeBench: 61.6%.

Is Kimi K3 cheaper than Ministral 3 (8B Reasoning 2512)?

Ministral 3 (8B Reasoning 2512) is 20.0x cheaper for input tokens. Kimi K3 costs $3.00/M input and $15.00/M output via moonshot. Ministral 3 (8B Reasoning 2512) costs $0.15/M input and $0.15/M output via mistral.

What are the context window sizes for Kimi K3 and Ministral 3 (8B Reasoning 2512)?

Kimi K3 supports 1.0M tokens and Ministral 3 (8B Reasoning 2512) supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Kimi K3 and Ministral 3 (8B Reasoning 2512)?

Key differences include context window (1.0M vs 262K), input pricing ($3.00 vs $0.15/M), licensing (Unknown vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Kimi K3 and Ministral 3 (8B Reasoning 2512)?

Kimi K3 is developed by Moonshot AI and Ministral 3 (8B Reasoning 2512) is developed by Mistral AI.