Free text Structured form Parsed as Use cases Long-running session, Multi-agent coordination, Offline-capable Matched: long running multi agent offline
Unmatched: none
Memory — 5 candidates π0.5 (Physical Intelligence) score 0.000 0-5-physical-intelligence--pi-website
$/Mtok in searched not found Cost tier searched not found Capability score 58 LLM, unverified Capability band competent LLM, unverified Use cases Scoped agentic, Latency-sensitive, Long-running session LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified abridge--abridge-com
Capability score 55 LLM, unverified Capability band competent LLM, unverified Use cases Scoped agentic, Analytical summarization LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified Acuvity (now Proofpoint) score 0.000 acuvity-now-proofpoint--acuvity-ai
use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified adaptive-rag--gh-starsuzi-adaptive-rag
$/Mtok in searched not found Cost tier searched not found Capability score 52 LLM, unverified Capability band competent LLM, unverified Use cases Memory-augmented chat, Analytical summarization LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified agency-swarm--gh-vrsen-agency-swarm
$/Mtok in searched not found Cost tier searched not found Capability score 55 LLM, unverified Capability band competent LLM, unverified Use cases Multi-agent coordination, Scoped agentic LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified Harness — 5 candidates Model — 5 candidates 01.AI Yi family score 0.000 01-ai-yi-family--01-ai
$/Mtok in 0.14 LLM, unverified Cost tier budget LLM, unverified Capability score 72 LLM, unverified Capability band competent LLM, unverified Use cases Scoped agentic, Code generation, Analytical summarization, Memory-augmented chat LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified 1X Technologies score 0.000 1x-technologies--1x-tech
use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified Agility Robotics score 0.000 agility-robotics--agilityrobotics-com
Cost tier premium LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified Alibaba Qwen 3 family score 0.000 alibaba-qwen-3-family--qwenlm-github-io
$/Mtok in 0.10 LLM, unverified Cost tier mid LLM, unverified Capability score 84 LLM, unverified Capability band frontier LLM, unverified Use cases Scoped agentic, Code generation, Analytical summarization, Memory-augmented chat LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified Amazon Nova family score 0.000 amazon-nova-family--aboutamazon-com
$/Mtok in 0.035 LLM, unverified Cost tier premium LLM, unverified Capability score 70 LLM, unverified Capability band competent LLM, unverified Use cases Scoped agentic, Code generation, Analytical summarization, Memory-augmented chat LLM, unverified use-case-tags excluded from ranking — LLM-unverified use-case-anti-tags excluded from ranking — LLM-unverified