The AI arena is free today

Open Superagent

Claude Sonnet 4.5 vs Seed 2.0 Mini

Claude Sonnet 4.5 leads the LLM Stats Score 32.2 to 27.9. Seed 2.0 Mini is 34.3x cheaper per token.

Anthropic · ByteDance · Updated for 2026

Which is better?

Claude Sonnet 4.5 leads the overall LLM Stats Score 32.2 to 27.9, ranking #105 overall.

In the 3 individual benchmarks reported for both models, Claude Sonnet 4.5 wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Seed 2.0 Mini is roughly 34.3x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Seed 2.0 Mini also accepts a larger context window (256,000 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 Sonnet 4.5

  • overall performance matters — it scores 32.2 and ranks #105 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 2 of 3 exact shared results

Choose Seed 2.0 Mini

  • cost matters — it's about 34.3x cheaper per token
  • you process long inputs — it offers a 256,000 token context window
  • you want the most recent training data — it shipped Feb 2026

At a glance

The differences that matter most.

Core performance indexes
32.2
#105
27.9
#135
31.4
#106
28.8
#123
21.5
#85
1.5
#229
17.4
#73
1.3
#167
Cost, coverage & limits
Benchmark wins
2 of 3
1 of 3
Input price
$3.00 / M
$0.10 / M
Output price
$15.00 / M
$0.40 / M
Context window
200,000
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Claude Sonnet 4.5
Seed 2.0 Mini
25.0#114
26.7#100
10.7#116
18.0#79
12.6#104
21.5#63
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

9 reported for Claude Sonnet 4.5 · 83 for Seed 2.0 Mini

3 shared

Claude Sonnet 4.5 outperforms in 2 benchmarks (GPQA, MMMLU), while Seed 2.0 Mini is better at 0 benchmarks.

Claude Sonnet 4.5 shows notably better performance in the majority of benchmarks.

Wed Sep 09 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Seed 2.0 Mini costs less

For input processing, Claude Sonnet 4.5 ($3.00/1M tokens) is 30.0x more expensive than Seed 2.0 Mini ($0.10/1M tokens).

For output processing, Claude Sonnet 4.5 ($15.00/1M tokens) is 37.5x more expensive than Seed 2.0 Mini ($0.40/1M tokens).

In conclusion, Claude Sonnet 4.5 is more expensive than Seed 2.0 Mini.*

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

Lowest available price from all providers
Wed Sep 09 2026 • llm-stats.com
Anthropic
Claude Sonnet 4.5
Input tokens$3.00
Output tokens$15.00
Best providerAnthropic
ByteDance
Seed 2.0 Mini
Input tokens$0.10
Output tokens$0.40
Best providerDeepinfra
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Seed 2.0 Mini accepts 256,000 input tokens compared to Claude Sonnet 4.5's 200,000 tokens. Seed 2.0 Mini can generate longer responses up to 256,000 tokens, while Claude Sonnet 4.5 is limited to 64,000 tokens.

Anthropic
Claude Sonnet 4.5
Input200,000 tokens
Output64,000 tokens
ByteDance
Seed 2.0 Mini
Input256,000 tokens
Output256,000 tokens
Wed Sep 09 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Sonnet 4.5 and Seed 2.0 Mini support multimodal inputs.

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

Claude Sonnet 4.5

Text
Images
Audio
Video

Seed 2.0 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 Sonnet 4.5

Proprietary

Closed source

Seed 2.0 Mini

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 4.5 was released on 2025-09-29, while Seed 2.0 Mini was released on 2026-02-17.

Seed 2.0 Mini is 5 months newer than Claude Sonnet 4.5.

Claude Sonnet 4.5

Sep 29, 2025

11 months ago

Seed 2.0 Mini

Feb 17, 2026

6 months ago

4mo newer

Knowledge Cutoff

When training data ends

Claude Sonnet 4.5 has a documented knowledge cutoff of 2025-01-31, while Seed 2.0 Mini's cutoff date is not specified.

We can confirm Claude Sonnet 4.5's training data extends to 2025-01-31, but cannot make a direct comparison without Seed 2.0 Mini's cutoff date.

Claude Sonnet 4.5

Jan 2025

Seed 2.0 Mini

Provider Availability

Claude Sonnet 4.5 is available from Anthropic. Seed 2.0 Mini is available from DeepInfra.

Claude Sonnet 4.5

anthropic logo
Anthropic
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M

Seed 2.0 Mini

deepinfra logo
Deepinfra
Input Price:Input: $0.10/1MOutput Price:Output: $0.40/1M
* 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 Claude Sonnet 4.5 and Seed 2.0 Mini side-by-side, then vote on the output you prefer.

Claude Sonnet 4.5
✓ Preferred
Seed 2.0 Mini
Open in Playground

FAQ

Common questions about Claude Sonnet 4.5 vs Seed 2.0 Mini.

Which is better, Claude Sonnet 4.5 or Seed 2.0 Mini?

Claude Sonnet 4.5 leads the LLM Stats Score 32.2 to 27.9. Claude Sonnet 4.5 is made by Anthropic and Seed 2.0 Mini is made by ByteDance. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Sonnet 4.5 compare to Seed 2.0 Mini in benchmarks?

Claude Sonnet 4.5 scores MMMLU: 89.1%, AIME 2025: 87.0%, TAU-bench Retail: 86.2%, GPQA: 83.4%, MMMUval: 77.8%. Seed 2.0 Mini scores CountBench: 95.5%, VLMsAreBlind: 93.1%, Graphwalks parents <128k: 93.0%, CharXiv-D: 91.9%, LongFact Concepts: 91.4%.

Is Claude Sonnet 4.5 cheaper than Seed 2.0 Mini?

Seed 2.0 Mini is 30.0x cheaper for input tokens. Claude Sonnet 4.5 costs $3.00/M input and $15.00/M output via anthropic. Seed 2.0 Mini costs $0.10/M input and $0.40/M output via deepinfra.

What are the context window sizes for Claude Sonnet 4.5 and Seed 2.0 Mini?

Claude Sonnet 4.5 supports 200K tokens and Seed 2.0 Mini supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Sonnet 4.5 and Seed 2.0 Mini?

Key differences include LLM Stats Score (32.2 vs 27.9), context window (200K vs 256K), input pricing ($3.00 vs $0.10/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 4.5 and Seed 2.0 Mini?

Claude Sonnet 4.5 is developed by Anthropic and Seed 2.0 Mini is developed by ByteDance.