Model Comparison

Kimi K3 vs Ministral 8B InstructWhich is better in 2026?

Comparing Kimi K3 and Ministral 8B Instruct across benchmarks, pricing, and capabilities.

Verdict: Kimi K3 vs Ministral 8B Instruct — which is better?

Kimi K3 (by Moonshot AI) and Ministral 8B Instruct (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.

On price, Ministral 8B Instruct is roughly 60.0x 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 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 8B Instruct if…

  • cost matters — it's about 60.0x cheaper per token
  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

Kimi K3 and Ministral 8B Instructdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Ministral 8B Instruct costs less

For input processing, Kimi K3 ($3.00/1M tokens) is 30.0x more expensive than Ministral 8B Instruct ($0.10/1M tokens).

For output processing, Kimi K3 ($15.00/1M tokens) is 150.0x more expensive than Ministral 8B Instruct ($0.10/1M tokens).

In conclusion, Kimi K3 is more expensive than Ministral 8B Instruct.*

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

Lowest available price from all providers
Sat Jul 18 2026 • llm-stats.com
Moonshot AI
Kimi K3
Input tokens$3.00
Output tokens$15.00
Best providerUnknown Organization
Mistral AI
Ministral 8B Instruct
Input tokens$0.10
Output tokens$0.10
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 8B Instruct, making it 34813.6% larger.

Moonshot AI
Kimi K3
2.8Tparameters
Mistral AI
Ministral 8B Instruct
8.0Bparameters
2800.0B
Kimi K3
8.0B
Ministral 8B Instruct

Context Window

Maximum input and output token capacity

Kimi K3 accepts 1,048,576 input tokens compared to Ministral 8B Instruct's 128,000 tokens. Kimi K3 can generate longer responses up to 1,048,576 tokens, while Ministral 8B Instruct is limited to 128,000 tokens.

Moonshot AI
Kimi K3
Input1,048,576 tokens
Output1,048,576 tokens
Mistral AI
Ministral 8B Instruct
Input128,000 tokens
Output128,000 tokens
Sat Jul 18 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Kimi K3 supports multimodal inputs, whereas Ministral 8B Instruct does not.

Kimi K3 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Kimi K3

Text
Images
Audio
Video

Ministral 8B Instruct

Text
Images
Audio
Video

Release Timeline

When each model was launched

Kimi K3 was released on 2026-07-16, while Ministral 8B Instruct was released on 2024-10-16.

Kimi K3 is 21 months newer than Ministral 8B Instruct.

Kimi K3

Jul 16, 2026

2 days ago

1.7yr newer
Ministral 8B Instruct

Oct 16, 2024

1.8 years 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 8B Instruct is available from Mistral AI.

Kimi K3

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

Ministral 8B Instruct

mistral logo
Mistral
Input Price:Input: $0.10/1MOutput Price:Output: $0.10/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

Moonshot AI
Larger context window (1,048,576 tokens)
Supports multimodal inputs
Mistral AI
Less expensive input tokens
Less expensive output tokens

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Kimi K3 and Ministral 8B Instruct side-by-side, then vote on the output you prefer.

Kimi K3
✓ Preferred
Ministral 8B Instruct
Open in Playground
AI Model Comparison Table
Feature
Moonshot AI
Kimi K3
Mistral AI
Ministral 8B Instruct

FAQ

Common questions about Kimi K3 vs Ministral 8B Instruct.

Which is better, Kimi K3 or Ministral 8B Instruct?

Kimi K3 (Moonshot AI) and Ministral 8B Instruct (Mistral 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 Kimi K3 compare to Ministral 8B Instruct in benchmarks?

Kimi K3 scores MathVision: 97.8%, DeepSearchQA: 95.0%, GPQA: 93.5%, CharXiv-R: 91.3%, BrowseComp: 91.2%. Ministral 8B Instruct scores MT-Bench: 83.0%, Winogrande: 75.3%, ARC-C: 71.9%, Arena Hard: 70.9%, MBPP pass@1: 70.0%.

Is Kimi K3 cheaper than Ministral 8B Instruct?

Ministral 8B Instruct is 30.0x cheaper for input tokens. Kimi K3 costs $3.00/M input and $15.00/M output via moonshot. Ministral 8B Instruct costs $0.10/M input and $0.10/M output via mistral.

What are the context window sizes for Kimi K3 and Ministral 8B Instruct?

Kimi K3 supports 1.0M tokens and Ministral 8B Instruct supports 128K 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 8B Instruct?

Key differences include context window (1.0M vs 128K), input pricing ($3.00 vs $0.10/M), multimodal support (yes vs no), licensing (Unknown vs Mistral Research License). See the full comparison above for benchmark-by-benchmark results.

Who makes Kimi K3 and Ministral 8B Instruct?

Kimi K3 is developed by Moonshot AI and Ministral 8B Instruct is developed by Mistral AI.

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