BlogLLM Benchmark Scores as Published, Side by Side
SWE-bench Multimodal: Results as Published
Every result the catalog holds for SWE-bench Multimodal: 8 models from 1 developer, read from 4 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.
Area Agentic CodingMaintainer SWE-Bench Multimodal authors (Yang et al., 2024)Introduced 2024Data version 2026103001, as of 2026-10-30
Real-world software engineering tasks in which the issue description includes visual context such as screenshots and design mockups.
Not checked against a maintainer's page.
SWE-Bench Multimodal
| Model | Value | Printed by | Setup as printed |
|---|---|---|---|
| Claude Haiku 5.5Anthropic, released 2026-10-07 | 30.7% | Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19 | - |
| Claude Sonnet 5.5Anthropic, released 2026-09-28 | 54.3% | Anthropic, Claude Sonnet 5.5 System Cardchecked 2026-10-19; printed on 1 more page | Effort: max |
| Claude Opus 5.5Anthropic, released 2026-09-22 | 61.4% | Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25; printed on 1 more page | Effort: max |
| Claude Fable 5.1Anthropic, released 2026-09-01 | 54.7% | Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25; printed on 1 more page | Effort: max |
| Claude Opus 5Anthropic, released 2026-07-24 | 59.4% | Anthropic, Claude Opus 5.5 System Cardchecked 2026-10-25; printed on 1 more page | Effort: max |
| Claude Sonnet 5Anthropic, released 2026-06-30 | 28.1% | Anthropic, Claude Sonnet 5.5 System Cardchecked 2026-10-19 | - |
| Claude Fable 5Anthropic, released 2026-06-09 | 54.1% | Anthropic, System Card: Claude Fable 5.1 & Claude Mythos 5.1checked 2026-10-25 | Effort: max |
| Claude Haiku 4.5Anthropic, released 2025-10-15 | 19.8% | Anthropic, Claude Haiku 5.5 System Cardchecked 2026-10-19 | - |
Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.