Model Profile
kimi/kimi-k2.5-thinking
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/kimi/kimi-k2-5-thinking
Author: kimi
Origin: external_benchmark_shadow
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 30.1%
Evidence points: 245
Raw rows: 507
Weighted rows: 55
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 0
Intelligence Profile
Dimension Breakdown
* Low confidence — limited benchmark evidence for this dimension
5/5 dimensions scored · Last updated Apr 21, 2026
Benchmark Signals
Click through to the benchmark source behind this model profile.
Vals CorpFin v2
overall_accuracy_pct
Normalized value 100.0% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_corp_fin_v2.overall_accuracy_pct · Mar 31, 2026
Vals Finance Agent
overall_accuracy_pct
Normalized value 79.8% · confidence 100.0%
Strongest impact in Thesis red teaming
vals_finance_agent.overall_accuracy_pct · Mar 31, 2026
UGI Leaderboard
Writing ✍️
Normalized value 87.3% · confidence 100.0%
Strongest impact in Screenplay scene writing
ugi_main.writing · Apr 1, 2026
UGI Leaderboard
Entertainment
Normalized value 97.3% · confidence 100.0%
Strongest impact in Screenplay scene writing
ugi_main.entertainment · Apr 1, 2026
OSWorld Official Leaderboard
overall_score_pct
Normalized value 100.0% · confidence 100.0%
Strongest impact in Runbook step assistant
osworld_official_leaderboard.overall_score_pct · Apr 1, 2026
Vals Tax Eval v2
overall_accuracy_pct
Normalized value 91.8% · confidence 100.0%
Strongest impact in Accounts payable invoice extraction (text)
vals_tax_eval_v2.overall_accuracy_pct · Mar 31, 2026
Some fit rows have limited benchmark evidence.
1 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
146
Total Measurements
507
Weighted Measurements
55
Weighted Sources
28
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Thesis red teaming use_case.fin.thesis_red_team | 28.6% |
| Accounts payable invoice extraction (text) use_case.fin.ap_invoice_extraction | 26.6% |
| Earnings call synthesis use_case.fin.earnings_call_synthesis | 25.8% |
| Transaction anomaly narrative use_case.fin.transaction_anomaly_narrative | 25.3% |
| AML alert triage use_case.fin.aml_alert_triage | 24.3% |
| KYC profile synthesis use_case.fin.kyc_profile_synthesis | 24.3% |
| Filings summarization (10-K/10-Q) use_case.fin.filings_summarization | 22.5% |
| Quant research code generation use_case.fin.alpha_research_codegen | 21.6% |
| Screenplay scene writing use_case.creative.screenplay_scene | 21.3% |
| Poetry and lyrics use_case.creative.poetry_lyrics | 21.3% |
| Runbook step assistant use_case.sre.runbook_steps | 18.6% |
| Component selection assistant use_case.eng.component_selection | 18.5% |