Benchmarks · Updated July 1, 2026
Frontier Model Benchmarks
Current Artificial Analysis benchmark comparisons for Sentinel, TaskForceAI's model, and leading frontier models. End-to-end TaskForceAI orchestration evaluations will be published separately.
| Benchmark | SentinelTaskForceAI model | Gemini 3.1 Pro Preview | GPT-5.5 (xhigh) | Claude Fable 5 (with fallback) | Grok 4.5 (high) |
|---|---|---|---|---|---|
| Artificial Analysis Index v4.1Aggregate cross-domain capability score | 51 | 46 | 55 | 60 | 38 |
| GDPval-AA v2Agentic real-world work tasks | 51% | 23% | 49% | 63% | 29% |
| Tau3-BankingAgentic tool use (banking) | 27% | 16% | 31% | 27% | 12% |
| Terminal-Bench v2.1Agentic coding and terminal use | 78% | 74% | 84% | 85% | 40% |
| SciCodeScientific programming and simulation | 50% | 59% | 56% | 60% | 47% |
| HLEHumanity's Last Exam (Multimodal) | 40% | 45% | 44% | 53% | 35% |
| GPQA DiamondGraduate-level scientific reasoning | 89% | 94% | 94% | 93% | 90% |
| CritPtPhysics research capabilities | 21% | 18% | 27% | 29% | 8% |
| AA-Omniscience AccuracyKnowledge reliability | 25% | 55% | 57% | 61% | 35% |
| AA-Omniscience Non-HallucinationFactual caution and abstention | 72% | 50% | 14% | 45% | 75% |
| AA-LCRLong context reasoning | 71% | 73% | 74% | 70% | 64% |
* Sentinel benchmark values do not represent end-to-end multi-agent system performance. Source:artificialanalysis.ai, accessed July 1, 2026.
Sentinel is TaskForceAI's model, with benchmark values sourced from Artificial Analysis.
GPT-5.5 (xhigh), Claude Fable 5 (with fallback), Gemini 3.1 Pro Preview, and Grok 4.5 (high) remain included for comparison.
Artificial Analysis Index v4.1 uses nine evaluations and removes IFBench from the Index.
Methodology
These values come from Artificial Analysis model leaderboards and their Intelligence Index v4.1 methodology. The index incorporates GDPval-AA v2, Tau3-Banking, Terminal-Bench v2.1, SciCode, AA-LCR, AA-Omniscience, Humanity's Last Exam, GPQA Diamond, and CritPt. IFBench is still published by Artificial Analysis, but is no longer part of the v4.1 Index.
Sentinel is TaskForceAI's model. TaskForceAI's multi-agent orchestration layer is evaluated separately and should not be inferred directly from the benchmark numbers shown here.
What's Next?
We are continuing to evaluate TaskForceAI across end-to-end agentic workflows where orchestration, model routing, verification, and long-running tool use matter more than a single base-model pass.