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Claude 3.5 Haiku vs Grok-3 Mini

Grok-3 Mini leads the LLM Stats Score 31.6 to 5.3. Grok-3 Mini is 4.6x cheaper per token.

Anthropic · xAI · Updated for 2026

Which is better?

Grok-3 Mini leads the overall LLM Stats Score 31.6 to 5.3, ranking #103 overall.

In the 1 individual benchmarks reported for both models, Grok-3 Mini wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Grok-3 Mini is roughly 4.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude 3.5 Haiku also accepts a larger context window (200,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Claude 3.5 Haiku

  • you process long inputs — it offers a 200,000 token context window

Choose Grok-3 Mini

  • overall performance matters — it scores 31.6 and ranks #103 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 4.6x cheaper per token
  • you want the most recent training data — it shipped Feb 2025

At a glance

The differences that matter most.

Core performance indexes
5.3
#287
31.6
#103
5.5
#283
31.2
#102
4.4
#203
18.9
#103
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.80 / M
$0.30 / M
Output price
$4.00 / M
$0.50 / M
Context window
200,000
128,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude 3.5 Haiku
Grok-3 Mini
10.8#242
28.5#87
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

9 reported for Claude 3.5 Haiku · 4 for Grok-3 Mini

1 shared

Claude 3.5 Haiku outperforms in 0 benchmarks, while Grok-3 Mini is better at 1 benchmark (GPQA).

Grok-3 Mini significantly outperforms across most benchmarks.

Tue Sep 08 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Grok-3 Mini costs less

For input processing, Claude 3.5 Haiku ($0.80/1M tokens) is 2.7x more expensive than Grok-3 Mini ($0.30/1M tokens).

For output processing, Claude 3.5 Haiku ($4.00/1M tokens) is 8.0x more expensive than Grok-3 Mini ($0.50/1M tokens).

In conclusion, Claude 3.5 Haiku is more expensive than Grok-3 Mini.*

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

Lowest available price from all providers
Tue Sep 08 2026 • llm-stats.com
Anthropic
Claude 3.5 Haiku
Input tokens$0.80
Output tokens$4.00
Best providerAWS Bedrock
xAI
Grok-3 Mini
Input tokens$0.30
Output tokens$0.50
Best providerxAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Claude 3.5 Haiku accepts 200,000 input tokens compared to Grok-3 Mini's 128,000 tokens. Claude 3.5 Haiku can generate longer responses up to 200,000 tokens, while Grok-3 Mini is limited to 8,000 tokens.

Anthropic
Claude 3.5 Haiku
Input200,000 tokens
Output200,000 tokens
xAI
Grok-3 Mini
Input128,000 tokens
Output8,000 tokens
Tue Sep 08 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Grok-3 Mini supports multimodal inputs, whereas Claude 3.5 Haiku does not.

Grok-3 Mini can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude 3.5 Haiku

Text
Images
Audio
Video

Grok-3 Mini

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Claude 3.5 Haiku

Proprietary

Closed source

Grok-3 Mini

Proprietary

Closed source

Release Timeline

When each model was launched

Claude 3.5 Haiku was released on 2024-10-22, while Grok-3 Mini was released on 2025-02-17.

Grok-3 Mini is 4 months newer than Claude 3.5 Haiku.

Claude 3.5 Haiku

Oct 22, 2024

1.9 years ago

Grok-3 Mini

Feb 17, 2025

1.6 years ago

3mo newer

Knowledge Cutoff

When training data ends

Grok-3 Mini has a documented knowledge cutoff of 2024-11-17, while Claude 3.5 Haiku's cutoff date is not specified.

We can confirm Grok-3 Mini's training data extends to 2024-11-17, but cannot make a direct comparison without Claude 3.5 Haiku's cutoff date.

Claude 3.5 Haiku

Grok-3 Mini

Nov 2024

Provider Availability

Claude 3.5 Haiku is available from Bedrock, Google, Anthropic. Grok-3 Mini is available from xAI.

Claude 3.5 Haiku

bedrock logo
AWS Bedrock
Input Price:Input: $0.80/1MOutput Price:Output: $4.00/1M
google logo
Google
Input Price:Input: $0.80/1MOutput Price:Output: $4.00/1M
anthropic logo
Anthropic
Input Price:Input: $1.00/1MOutput Price:Output: $5.00/1M

Grok-3 Mini

xai logo
xAI
Input Price:Input: $0.30/1MOutput Price:Output: $0.50/1M
* 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 Claude 3.5 Haiku and Grok-3 Mini side-by-side, then vote on the output you prefer.

Claude 3.5 Haiku
✓ Preferred
Grok-3 Mini
Open in Playground

FAQ

Common questions about Claude 3.5 Haiku vs Grok-3 Mini.

Which is better, Claude 3.5 Haiku or Grok-3 Mini?

Grok-3 Mini leads the LLM Stats Score 31.6 to 5.3. Claude 3.5 Haiku is made by Anthropic and Grok-3 Mini is made by xAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude 3.5 Haiku compare to Grok-3 Mini in benchmarks?

Claude 3.5 Haiku scores HumanEval: 88.1%, MGSM: 85.6%, DROP: 83.1%, MATH: 69.4%, MMLU-Pro: 65.0%. Grok-3 Mini scores AIME 2024: 95.8%, AIME 2025: 90.8%, GPQA: 84.0%, LiveCodeBench: 80.4%.

Is Claude 3.5 Haiku cheaper than Grok-3 Mini?

Grok-3 Mini is 2.7x cheaper for input tokens. Claude 3.5 Haiku costs $0.80/M input and $4.00/M output via bedrock. Grok-3 Mini costs $0.30/M input and $0.50/M output via xai.

What are the context window sizes for Claude 3.5 Haiku and Grok-3 Mini?

Claude 3.5 Haiku supports 200K tokens and Grok-3 Mini 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 Claude 3.5 Haiku and Grok-3 Mini?

Key differences include LLM Stats Score (5.3 vs 31.6), context window (200K vs 128K), input pricing ($0.80 vs $0.30/M), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude 3.5 Haiku and Grok-3 Mini?

Claude 3.5 Haiku is developed by Anthropic and Grok-3 Mini is developed by xAI.