High-volume, cost-sensitive work
Choose GPT-4.1
GPT-4.1 costs 13% less on a typical mix of three input tokens for every output token ($3.50 against $4.00 per million tokens).
Choose Claude Sonnet 5.5 for reused prompts and documents (RAG, agents), reasoning over long documents, the latest release and the most recent knowledge. Choose GPT-4.1 for high-volume, cost-sensitive work and writing and code generation.
Each answer below comes straight from the published prices, specifications and independent benchmark results.
Choose GPT-4.1
GPT-4.1 costs 13% less on a typical mix of three input tokens for every output token ($3.50 against $4.00 per million tokens).
Choose GPT-4.1
GPT-4.1 charges $8.00 per million output tokens, against $10.00 for Claude Sonnet 5.5. Output dominates the bill when answers are long.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 charges $0.10 per million cached input tokens, against $0.50 for GPT-4.1.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 scores 82.7% on Long-context reasoning (AA-LCR), against 68.3% for GPT-4.1.
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 is the newer release (September 2026, against Apr 14, 2025 for GPT-4.1).
Choose Claude Sonnet 5.5
Claude Sonnet 5.5 was trained on data up to June 2026, against June 2024 for GPT-4.1.
| Volume | Claude Sonnet 5.5 | GPT-4.1 | Difference |
|---|---|---|---|
| Prototype: 1M input, 250K output tokens | $4.50 | $4.00 | GPT-4.1, $0.50 less |
| Production: 20M input, 5M output tokens | $90.00 | $80.00 | GPT-4.1, $10.00 less |
| Scale: 500M input, 100M output tokens | $2,000 | $1,800 | GPT-4.1, $200.00 less |
Standard rates, without caching or batch discounts. Volumes are per month.
| Claude Sonnet 5.5 | GPT-4.1 | |
|---|---|---|
| Provider | Anthropic | OpenAI |
| Category | Language models | Language models |
| Status | Generally available | Deprecated |
| Headline price | $4.00 / 1M tokens | $3.50 / 1M tokens |
| Input | $2.00 / 1M tokens | $2.00 / 1M tokens |
| Output | $10.00 / 1M tokens | $8.00 / 1M tokens |
| Cached input | $0.10 / 1M tokens | $0.50 / 1M tokens |
| Context window | 1M | 1.05M |
| Max output | 128k | 33k |
| Released | September 2026 | Apr 14, 2025 |
| Knowledge cutoff | June 2026 | June 2024 |
| Licence | Proprietary | Proprietary |
| Capabilities | Vision, Reasoning, Tool calling, Structured output, Prompt caching, Batch API | Vision, Tool calling, Structured output, Prompt caching, Batch API |
| API model id | claude-sonnet-5-5 | gpt-4.1 |
Leader in bold.
| Benchmark | Claude Sonnet 5.5 | GPT-4.1 |
|---|---|---|
| Humanity's Last Exam | 55% | 4.2% |
| Long-context reasoning (AA-LCR) | 82.7% | 68.3% |
| Intelligence Index | 56 | No data |
| SciCode | 61% | No data |
| Terminal-Bench Hard | No data | 13.6% |
| GPQA Diamond | No data | 66.6% |
| IFBench (instruction following) | No data | 43% |
| τ²-Bench (agentic tool use) | No data | 47.1% |
| MMMU-Pro (visual reasoning) | No data | 61.2% |
Independent evaluations by Artificial Analysis, run the same way for every model, at the reasoning setting shown. Percentages unless marked as an index.
Choose Claude Sonnet 5.5 for reused prompts and documents (RAG, agents), reasoning over long documents, the latest release and the most recent knowledge. Choose GPT-4.1 for high-volume, cost-sensitive work and writing and code generation.
GPT-4.1 is 13% cheaper than Claude Sonnet 5.5 at the headline price ($3.50 / 1M tokens vs $4.00 / 1M tokens).
GPT-4.1 reads more per request: 1.05M tokens against 1M.
Claude Sonnet 5.5 is made by Anthropic and GPT-4.1 by OpenAI. GPT-4.1 is 13% cheaper than Claude Sonnet 5.5 at the headline price ($3.50 / 1M tokens vs $4.00 / 1M tokens). GPT-4.1 reads more per request: 1.05M tokens against 1M. Claude Sonnet 5.5 is the newer model (September 2026, against Apr 14, 2025). Only Claude Sonnet 5.5 offers reasoning.
At 20 million input and 5 million output tokens a month, Claude Sonnet 5.5 costs $90.00 and GPT-4.1 costs $80.00, at standard rates.
Claude Sonnet 5.5 was released on September 2026 and GPT-4.1 on Apr 14, 2025.