Model Profile
minimax/MiniMax-M2.7
Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.
Identity
ID: external/minimax/minimax-m2-7
Author: minimax
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 24.6%
Evidence points: 186
Raw rows: 378
Weighted rows: 20
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 0
Price / 1M tokens: $0.53 (blended 3:1)
Intelligence Profile
Dimension Breakdown
No eq benchmarks found
No accuracy benchmarks found
* Low confidence — limited benchmark evidence for this dimension
3/5 dimensions scored · Last updated Apr 14, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
Vals Legal Bench
overall_accuracy_pct
Normalized value 92.8% · confidence 100.0%
Strongest impact in Contract Drafting & Redlining
vals_legal_bench.overall_accuracy_pct · Mar 31, 2026
Vals Finance Agent
overall_accuracy_pct
Normalized value 76.3% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.overall_accuracy_pct · Mar 31, 2026
Vals CorpFin v2
overall_accuracy_pct
Normalized value 79.5% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.overall_accuracy_pct · Mar 31, 2026
Vals SWE-bench
overall_accuracy_pct
Normalized value 88.9% · confidence 100.0%
Strongest impact in Simulation setup assistant
vals_swebench.overall_accuracy_pct · Mar 31, 2026
Vals Case Law v2
overall_accuracy_pct
Normalized value 51.7% · confidence 100.0%
Strongest impact in Contract Drafting & Redlining
vals_case_law_v2.overall_accuracy_pct · Mar 31, 2026
Vals GPQA
overall_accuracy_pct
Normalized value 86.3% · confidence 100.0%
Strongest impact in Literature synthesis with citations
vals_gpqa.overall_accuracy_pct · Mar 31, 2026
Some fit rows have limited benchmark evidence.
6 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
113
Total Measurements
378
Weighted Measurements
20
Weighted Sources
12
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Thesis red teaming use_case.fin.thesis_red_team | 23.1% |
| Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction | 21.1% |
| Earnings call synthesis use_case.fin.earnings_call_synthesis | 20.9% |
| Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative | 20.5% |
| KYC profile synthesis use_case.fin.kyc_profile_synthesis | 19.7% |
| AML alert triage use_case.fin.aml_alert_triage | 19.7% |
| Filings summarization (10-K/10-Q) use_case.fin.filings_summarization | 18.2% |
| Simulation setup assistant use_case.eng.simulation_setup_assistant | 16.4% |
| Component selection assistant use_case.eng.component_selection | 16.3% |
| Quant research code generation use_case.fin.alpha_research_codegen | 15.4% |
| Contract Drafting & Redlining use_case.legal.contract_drafting | 14.3% |
| Literature synthesis with citations use_case.bio.literature_synthesis | 13.1% |