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This talking signal gives public context for research themes, product direction, policy, or launch framing. 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Artificial Analysis Intelligence Index 평가에서 활성 3B 모델 중 가장 높은 종합 성능을 기록했습니다. 정보를 조회하고 정해진 형식에 맞춰 결과를 만들며 도구를 호출하는 반복 작업을 적은 연산과 비용으로 처리합니다. 핵심 기능 활성 3B 모델 중 가장 높은 종합 성능 : Artificial Analysis Intelligence Index v4.3.2에서 24.1점 을 기록해, 비교 대상인 활성 3B 모델 가운데 가장 높은 결과를 보였습니다. 에이전트 작업에 최적화된 성능 : 실제 SaaS 도구를 활용해 업무를 수행하는 AutomationBench-AA에서 22.3% 를 기록했으며, 별도의 τ³-Banking 평가에서는 47.2점 을 기록했습니다. 고효율 MoE 구조 : 총 35B 파라미터 중 각 토큰을 처리할 때 3B만 활성화합니다. 512K 컨텍스트 : 최대 512K토큰의 컨텍스트와 128K토큰의 출력을 지원합니다. 낮은 API 비용 : 정가 기준 100만 토큰당 입력 $0.10, 캐시 입력 $0.01, 출력 $0.40에 제공합니다. 활성 3B 모델 중 가장 높은 종합 성능 Solar Mini 4는 Artificial Analysis Intelligence Index 평가에서 24.1점을 기록했습니다. 이번 평가에서 점수가 확인된 활성 3B 모델 가운데 가장 높은 결과입니다. 활성 파라미터가 31B인 Gemma 4 31B와 비교하면 약 10분의 1만 활성화하면서도 AA Index는 9.1점 높았습니다. 활성 파라미터가 55B인 Nemotron 3 Ultra보다도 1.1점 높은 종합 점수를 기록했습니다. MiMo-V2.5보다 종합 점수는 0.9점 낮지만, 5분의 1 수준의 활성 파라미터로 근접한 성능을 제공합니다. 세부 평가에서는 장문 맥락 추론 능력을 평가하는 AA-LCR에서 83.3 , 코드 기반 과학 문제를 다루는 SciCode에서 47.6 를 기록했습니다. Humanity’s Last Exam에서는 19.6 를 기록해 에이전트 작업뿐 아니라 장문 맥락 이해, 코딩, 지식..."},"evidence_pages":[],"related_signals":[{"id":"5d04b325-a5c0-49c9-a6e9-4bcc43819ce6","url":"https://onlylabs.fyi/signals/5d04b325-a5c0-49c9-a6e9-4bcc43819ce6","source_url":"https://www.upstage.ai/blog/en/triage-insurance-submissions-before-underwriting","title":"Triage Insurance Submissions Before Underwriting","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-07T13:58:55.383+00:00","first_seen_at":"2026-10-08T04:00:52.138739+00:00","date_source":"sitemap.lastmod"},{"id":"b43f4ed2-92a5-46c4-91e8-37e41b8c753d","url":"https://onlylabs.fyi/signals/b43f4ed2-92a5-46c4-91e8-37e41b8c753d","source_url":"https://www.upstage.ai/blog/en/revenue-leaks-between-documents-upstage-studio","title":"Revenue Leaks Between Documents Upstage Studio","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-06T16:09:34.614+00:00","first_seen_at":"2026-10-06T16:00:52.23427+00:00","date_source":"sitemap.lastmod"},{"id":"f1aadb39-c863-4518-91c0-445a4160604e","url":"https://onlylabs.fyi/signals/f1aadb39-c863-4518-91c0-445a4160604e","source_url":"https://www.upstage.ai/news/upstage-launches-studio-advancing-intelligent-document-processing-from-data-extraction-to-business-action","title":"Upstage Launches Studio Advancing Intelligent Document Processing From Data Extraction To Business Action","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-06T14:11:42.944+00:00","first_seen_at":"2026-10-06T16:00:52.23427+00:00","date_source":"sitemap.lastmod"},{"id":"9116849f-cd0c-46dc-acd1-fff4601c3b4e","url":"https://onlylabs.fyi/signals/9116849f-cd0c-46dc-acd1-fff4601c3b4e","source_url":"https://www.upstage.ai/blog/en/solar-mini-4","title":"Solar Mini 4","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-01T19:16:53.648+00:00","first_seen_at":"2026-10-01T00:00:53.995001+00:00","date_source":"sitemap.lastmod"},{"id":"31578e94-d5a9-4162-9816-7cc9391b0c90","url":"https://onlylabs.fyi/signals/31578e94-d5a9-4162-9816-7cc9391b0c90","source_url":"https://www.upstage.ai/blog/en/solar-pro-2-launch","title":"Solar Pro 2 Launch","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-01T14:34:15.467+00:00","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"sitemap.lastmod"},{"id":"476b68e1-b6f9-4b35-a99c-a0f85057e523","url":"https://onlylabs.fyi/signals/476b68e1-b6f9-4b35-a99c-a0f85057e523","source_url":"https://www.upstage.ai/blog/en/introducing-chart-recognition-in-upstage-document-parse","title":"Introducing Chart Recognition In Upstage Document Parse","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"upstage","name":"Upstage (Solar)","category":"neolab"},"occurred_at":"2026-10-01T14:29:24.075+00:00","first_seen_at":"2026-06-26T20:26:31.240928+00:00","date_source":"sitemap.lastmod"}]}