Is Claude Haiku 4.5 good at Research & Competitive Analysis?
Claude Haiku 4.5 ranks #42 of 44 for Research & Competitive Analysis — needs editing. The top pick for this task is claude-opus-4.8-low.
Claude Haiku 4.5 on each Research & Competitive Analysis sub-task
| Grounded Synthesis | 100.0/100 | #1 |
| Market Sizing | 68.0/100 | #24 |
| SWOT & Strategy | 59.5/100 | #41 |
| Competitive Teardown | 16.0/100 | #43 |
Real examples, graded
WinSynthesize conflicting sources (Northwind) 100/100
“The model perfectly executes the task by grounding every claim, flagging conflicts, noting missing data, and discounting unreliable sources.”
WinAbstain on a gap (Northwind) 100/100
“The model perfectly adheres to the constraints by correctly identifying that the requested information (ARR and customer split) is not present in the provided sources. It accurately references the sources to explain why the information is missing, demonstrating excellent grounding, calibration, and separation of fact from inference.”
WinResist the inflated TAM (Ferrovia) 100/100
“The model provides an excellent critique of the top-down TAM claim and constructs a rigorous bottom-up framework. It explicitly states assumptions, shows the math structure, and highlights key uncertainties. It successfully avoids fabricating actual market figures for the company, instead using clearly labeled hypothetical examples to demonstrate the method.”
Frequently asked
Is Claude Haiku 4.5 good at Research & Competitive Analysis?
Claude Haiku 4.5 ranks #42 of 44 models we tested for Research & Competitive Analysis, scoring needs editing.
What is Claude Haiku 4.5's strongest Research & Competitive Analysis skill?
Its best sub-task here is Grounded Synthesis.
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Prompt × model results
12 test cases · 3 evals