Model Comparator
Compare up to four models using the same criteria.
2 models compared
- GPT-4.1 (batch)
OpenAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | GPT-4.1 (batch) OpenAI | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 12.7 | 12.7 | |
| Coding | — | 22.1 | |
| Math | — | 91 | |
| Agentic | — | 1.3 | |
| Speed | — | 121 t/s | |
| TTFT | — | 0.76 s | |
| Input · $ / 1M tokens | $1×4.3 relative to the lowest price among the compared models | Best: $0.23 | |
| Output · $ / 1M tokens | $4×1.7 relative to the lowest price among the compared models | Best: $2.30 | |
| Context window | Best: 1.05M | 1M | |
| Reasoning | — | Yes | |
| Open weights | — | Yes | |
| Cost / task | — | $0.0798 |
Intelligence
- GPT-4.1 (batch)
- 12.7
- Qwen3 235B A22B 2507 (Reasoning)
- 12.7
Coding
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- 22.1
Math
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- 91
Agentic
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- 1.3
Speed
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- 121 t/s
TTFT
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- 0.76 s
Input · $ / 1M tokens
- GPT-4.1 (batch)
- $1×4.3 relative to the lowest price among the compared models
- Qwen3 235B A22B 2507 (Reasoning)
- Best: $0.23
Output · $ / 1M tokens
- GPT-4.1 (batch)
- $4×1.7 relative to the lowest price among the compared models
- Qwen3 235B A22B 2507 (Reasoning)
- Best: $2.30
Context window
- GPT-4.1 (batch)
- Best: 1.05M
- Qwen3 235B A22B 2507 (Reasoning)
- 1M
Reasoning
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- Yes
Open weights
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- Yes
Cost / task
- GPT-4.1 (batch)
- —
- Qwen3 235B A22B 2507 (Reasoning)
- $0.0798
Each reasoning level remains a separate configuration.
Score and cost
Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.
- GPT-4.1 (batch)12.7 · $1.75
- Qwen3 235B A22B 2507 (Reasoning)12.7 · $0.747