Atlas/Models/claude-opus-4-8

Exact model identity

Claude Opus 4.8

Anthropic · version status: reported

Similar model names are never merged automatically. Evaluation membership and numeric result rows only reference the exact ID claude-opus-4-8.

Evaluation settings

Benchmark	Work	Run / group	Scope
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-high genebench-pro-paper-v1-full-claude-high	full · n=129
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-low genebench-pro-paper-v1-full-claude-low	full · n=129
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-max genebench-pro-paper-v1-full-claude-max	full · n=129
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-medium genebench-pro-paper-v1-full-claude-medium	full · n=129
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-xhigh genebench-pro-paper-v1-full-claude-xhigh	full · n=129
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-claude-code spatialbench-repo-159-claude-code	full · n=159
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-mini-swe-agent spatialbench-repo-159-mini-swe-agent	full · n=159

Numeric results

Benchmark	Work	Run / group	Metric	Value
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-high genebench-pro-paper-v1-full-claude-high	Eval-level pass rate	9 percent
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-low genebench-pro-paper-v1-full-claude-low	Eval-level pass rate	4.3 percent
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-max genebench-pro-paper-v1-full-claude-max	Eval-level pass rate	16 percent
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-medium genebench-pro-paper-v1-full-claude-medium	Eval-level pass rate	4.3 percent
GeneBench-Pro	GeneBench-Pro: Evaluating Multistage Statistical Reasoning in Genomics, Quantitative Biology, and Translational Biomedicine	genebench-pro-claude-xhigh genebench-pro-paper-v1-full-claude-xhigh	Eval-level pass rate	10.1 percent
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-claude-code spatialbench-repo-159-claude-code	Accuracy	55.35 percent
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-claude-code spatialbench-repo-159-claude-code	Cost	0.8776 USD per evaluation
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-claude-code spatialbench-repo-159-claude-code	Duration	489.16 seconds per evaluation
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-mini-swe-agent spatialbench-repo-159-mini-swe-agent	Accuracy	52.62 percent
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-mini-swe-agent spatialbench-repo-159-mini-swe-agent	Cost	1.1061 USD per evaluation
SpatialBench	SpatialBench 159-evaluation repository snapshot	spatialbench-repo-159-mini-swe-agent spatialbench-repo-159-mini-swe-agent	Duration	902.86 seconds per evaluation