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GPT-5.3 Chat vs Seed 2.0 Mini

GPT-5.3 Chat leads the LLM Stats Score 29.6 to 27.9. Seed 2.0 Mini is 27.5x cheaper per token.

OpenAI · ByteDance · Updated for 2026

Which is better?

GPT-5.3 Chat leads the overall LLM Stats Score 29.6 to 27.9, ranking #125 overall.

In the 2 individual benchmarks reported for both models, GPT-5.3 Chat wins 2; this is a narrower head-to-head signal than the composite indexes.

On price, Seed 2.0 Mini is roughly 27.5x 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 GPT-5.3 Chat

  • overall performance matters — it scores 29.6 and ranks #125 on LLM Stats
  • you value its reported benchmark strengths — it wins 2 of 2 exact shared results
  • you want the most recent training data — it shipped Mar 2026

Choose Seed 2.0 Mini

  • cost matters — it's about 27.5x cheaper per token
  • you process long inputs — it offers a 256,000 token context window

At a glance

The differences that matter most.

Core performance indexes
29.6
#125
27.9
#135
Cost, coverage & limits
Benchmark wins
2 of 2
0 of 2
Input price
$1.75 / M
$0.10 / M
Output price
$14.00 / M
$0.40 / M
Context window
128,000
256,000

Individual benchmarks

2 reported for GPT-5.3 Chat · 83 for Seed 2.0 Mini

2 shared

GPT-5.3 Chat outperforms in 2 benchmarks (HealthBench, HealthBench Hard), while Seed 2.0 Mini is better at 0 benchmarks.

GPT-5.3 Chat significantly outperforms across most 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, GPT-5.3 Chat ($1.75/1M tokens) is 17.5x more expensive than Seed 2.0 Mini ($0.10/1M tokens).

For output processing, GPT-5.3 Chat ($14.00/1M tokens) is 35.0x more expensive than Seed 2.0 Mini ($0.40/1M tokens).

In conclusion, GPT-5.3 Chat 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
OpenAI
GPT-5.3 Chat
Input tokens$1.75
Output tokens$14.00
Best providerOpenAI
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 GPT-5.3 Chat's 128,000 tokens. Seed 2.0 Mini can generate longer responses up to 256,000 tokens, while GPT-5.3 Chat is limited to 16,384 tokens.

OpenAI
GPT-5.3 Chat
Input128,000 tokens
Output16,384 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 GPT-5.3 Chat and Seed 2.0 Mini support multimodal inputs.

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

GPT-5.3 Chat

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.

GPT-5.3 Chat

Proprietary

Closed source

Seed 2.0 Mini

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.3 Chat was released on 2026-03-04, while Seed 2.0 Mini was released on 2026-02-17.

GPT-5.3 Chat is 1 month newer than Seed 2.0 Mini.

GPT-5.3 Chat

Mar 4, 2026

6 months ago

2w newer
Seed 2.0 Mini

Feb 17, 2026

6 months ago

Knowledge Cutoff

When training data ends

GPT-5.3 Chat has a documented knowledge cutoff of 2025-08-31, while Seed 2.0 Mini's cutoff date is not specified.

We can confirm GPT-5.3 Chat's training data extends to 2025-08-31, but cannot make a direct comparison without Seed 2.0 Mini's cutoff date.

GPT-5.3 Chat

Aug 2025

Seed 2.0 Mini

Provider Availability

GPT-5.3 Chat is available from OpenAI. Seed 2.0 Mini is available from DeepInfra.

GPT-5.3 Chat

openai logo
OpenAI
Input Price:Input: $1.75/1MOutput Price:Output: $14.00/1M

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 GPT-5.3 Chat and Seed 2.0 Mini side-by-side, then vote on the output you prefer.

GPT-5.3 Chat
✓ Preferred
Seed 2.0 Mini
Open in Playground

FAQ

Common questions about GPT-5.3 Chat vs Seed 2.0 Mini.

Which is better, GPT-5.3 Chat or Seed 2.0 Mini?

GPT-5.3 Chat leads the LLM Stats Score 29.6 to 27.9. GPT-5.3 Chat is made by OpenAI 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 GPT-5.3 Chat compare to Seed 2.0 Mini in benchmarks?

GPT-5.3 Chat scores HealthBench: 54.1%, HealthBench Hard: 25.9%. 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 GPT-5.3 Chat cheaper than Seed 2.0 Mini?

Seed 2.0 Mini is 17.5x cheaper for input tokens. GPT-5.3 Chat costs $1.75/M input and $14.00/M output via openai. Seed 2.0 Mini costs $0.10/M input and $0.40/M output via deepinfra.

What are the context window sizes for GPT-5.3 Chat and Seed 2.0 Mini?

GPT-5.3 Chat supports 128K 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 GPT-5.3 Chat and Seed 2.0 Mini?

Key differences include LLM Stats Score (29.6 vs 27.9), context window (128K vs 256K), input pricing ($1.75 vs $0.10/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.3 Chat and Seed 2.0 Mini?

GPT-5.3 Chat is developed by OpenAI and Seed 2.0 Mini is developed by ByteDance.