Kimi K3
moonshotai/kimi-k3-20260715
MoonshotAI Kimi K3, from MoonshotAI, accepts text and image inputs and produces text output. It offers a context length of 1,048,576 tokens and supports tool usage and reasoning capabilities. Pricing is set at 3 units per million input tokens and 15 units per million output tokens.
- tool use
- structured outputs
- reasoning
- open-weight
At a glance
Specifications
What the API gives you
- Context window
- 1.0M tokens
- Max output
- 944K tokens
- Input price
- $3 / 1M tokens
- Output price
- $15 / 1M tokens
- Cache read
- $0.30 / 1M tokens
- Modalities
- text, image, video → text
- Knowledge cutoff
- —
- Released
- Jul 16, 2026
Measured evidence
Public benchmark record
- Design Arena Coding
- 1419 Elo2026-07-28
- Design Arena Coding
- 1420 Elo2026-07-27
- Design Arena Coding
- 1418 Elo2026-07-30
- Design Arena Coding
- 1419 Elo2026-07-29
- Design Arena Coding
- 1418 Elo2026-07-31
- Design Arena Coding
- 1417 Elo2026-08-02
- Design Arena Coding
- 1416 Elo2026-08-05
- Design Arena Coding
- 1417 Elo2026-08-01
- Design Arena Coding
- 1414 Elo2026-08-09
- Design Arena Coding
- 1417 Elo2026-08-03
- Design Arena Coding
- 1417 Elo2026-08-04
- Design Arena Coding
- 1412 Elo2026-08-14
- Design Arena Coding
- 1416 Elo2026-08-06
- Design Arena Coding
- 1415 Elo2026-08-10
- Design Arena Coding
- 1416 Elo2026-08-07
- Design Arena Coding
- 1403 Elo2026-08-18
- Design Arena Coding
- 1415 Elo2026-08-08
- Design Arena Coding
- 1408 Elo2026-08-21
- Design Arena Coding
- 1404 Elo2026-08-15
- Design Arena Coding
- 1415 Elo2026-08-11
- Design Arena Coding
- 1414 Elo2026-08-12
- Design Arena Coding
- 1401 Elo2026-08-19
- Design Arena Coding
- 1412 Elo2026-08-13
- Design Arena Coding
- 1404 Elo2026-08-27
- Design Arena Coding
- 1401 Elo2026-08-20
- Design Arena Coding
- 1404 Elo2026-08-16
- Design Arena Coding
- 1403 Elo2026-08-17
- Design Arena Coding
- 1407 Elo2026-08-22
- Design Arena Coding
- 1407 Elo2026-08-23
- Design Arena Coding
- 1402 Elo2026-08-28
- Design Arena Coding
- 1407 Elo2026-08-24
- Design Arena Coding
- 1407 Elo2026-08-25
- Design Arena Coding
- 1407 Elo2026-08-26
- Design Arena Coding
- 1402 Elo2026-08-29
- Design Arena Coding
- 1401 Elo2026-08-30
- Design Arena Coding
- 1402 Elo2026-08-31
- Design Arena Coding
- 1401 Elo2026-09-01
- Design Arena Coding
- 1400 Elo2026-09-02
- Design Arena Coding
- 1398 Elo2026-09-03
- Design Arena Coding
- 1397 Elo2026-09-04
- Design Arena Full-stack Agent
- 1347 Elo2026-08-18
- Design Arena Full-stack Agent
- 1362 Elo2026-08-15
- Design Arena Full-stack Agent
- 1347 Elo2026-08-19
- Design Arena Full-stack Agent
- 1365 Elo2026-08-27
- Design Arena Full-stack Agent
- 1347 Elo2026-08-20
- Design Arena Full-stack Agent
- 1354 Elo2026-08-16
- Design Arena Full-stack Agent
- 1351 Elo2026-08-17
- Design Arena Full-stack Agent
- 1364 Elo2026-08-21
- Design Arena Full-stack Agent
- 1367 Elo2026-08-22
- Design Arena Full-stack Agent
- 1366 Elo2026-08-23
- Design Arena Full-stack Agent
- 1363 Elo2026-08-28
- Design Arena Full-stack Agent
- 1356 Elo2026-08-24
- Design Arena Full-stack Agent
- 1361 Elo2026-08-25
- Design Arena Full-stack Agent
- 1365 Elo2026-08-26
- Design Arena Full-stack Agent
- 1364 Elo2026-08-29
- Design Arena Full-stack Agent
- 1364 Elo2026-08-30
- Design Arena Full-stack Agent
- 1362 Elo2026-08-31
- Design Arena Full-stack Agent
- 1361 Elo2026-09-01
- Design Arena Full-stack Agent
- 1360 Elo2026-09-02
- Design Arena Full-stack Agent
- 1359 Elo2026-09-03
- Design Arena Full-stack Agent
- 1359 Elo2026-09-04
- Design Arena UI
- 1415 Elo2026-07-28
- Design Arena UI
- 1414 Elo2026-07-27
- Design Arena UI
- 1413 Elo2026-07-30
- Design Arena UI
- 1413 Elo2026-07-29
- Design Arena UI
- 1413 Elo2026-07-31
- Design Arena UI
- 1408 Elo2026-08-02
- Design Arena UI
- 1413 Elo2026-08-01
- Design Arena UI
- 1397 Elo2026-08-05
- Design Arena UI
- 1390 Elo2026-08-09
- Design Arena UI
- 1408 Elo2026-08-03
- Design Arena UI
- 1397 Elo2026-08-04
- Design Arena UI
- 1388 Elo2026-08-14
- Design Arena UI
- 1397 Elo2026-08-06
- Design Arena UI
- 1390 Elo2026-08-10
- Design Arena UI
- 1397 Elo2026-08-07
- Design Arena UI
- 1393 Elo2026-08-08
- Design Arena UI
- 1384 Elo2026-08-18
- Design Arena UI
- 1390 Elo2026-08-11
- Design Arena UI
- 1385 Elo2026-08-15
- Design Arena UI
- 1390 Elo2026-08-12
- Design Arena UI
- 1392 Elo2026-08-13
- Design Arena UI
- 1384 Elo2026-08-19
- Design Arena UI
- 1372 Elo2026-08-27
- Design Arena UI
- 1384 Elo2026-08-20
- Design Arena UI
- 1385 Elo2026-08-16
- Design Arena UI
- 1384 Elo2026-08-17
- Design Arena UI
- 1379 Elo2026-08-21
- Design Arena UI
- 1377 Elo2026-08-22
- Design Arena UI
- 1377 Elo2026-08-23
- Design Arena UI
- 1376 Elo2026-08-28
- Design Arena UI
- 1377 Elo2026-08-24
- Design Arena UI
- 1376 Elo2026-08-25
- Design Arena UI
- 1373 Elo2026-08-26
- Design Arena UI
- 1376 Elo2026-08-29
- Design Arena UI
- 1376 Elo2026-08-30
- Design Arena UI
- 1382 Elo2026-08-31
- Design Arena UI
- 1381 Elo2026-09-01
- Design Arena UI
- 1381 Elo2026-09-02
- Design Arena UI
- 1380 Elo2026-09-03
- Design Arena UI
- 1378 Elo2026-09-04
- Design Arena Web-app Agent
- 1325 Elo2026-07-28
- Design Arena Web-app Agent
- 1325 Elo2026-07-27
- Design Arena Web-app Agent
- 1329 Elo2026-07-30
- Design Arena Web-app Agent
- 1330 Elo2026-07-29
- Design Arena Web-app Agent
- 1329 Elo2026-07-31
- Design Arena Web-app Agent
- 1330 Elo2026-08-02
- Design Arena Web-app Agent
- 1331 Elo2026-08-01
- Design Arena Web-app Agent
- 1331 Elo2026-08-05
- Design Arena Web-app Agent
- 1327 Elo2026-08-09
- Design Arena Web-app Agent
- 1332 Elo2026-08-03
- Design Arena Web-app Agent
- 1333 Elo2026-08-04
- Design Arena Web-app Agent
- 1323 Elo2026-08-14
- Design Arena Web-app Agent
- 1331 Elo2026-08-06
- Design Arena Web-app Agent
- 1327 Elo2026-08-10
- Design Arena Web-app Agent
- 1330 Elo2026-08-07
- Design Arena Web-app Agent
- 1319 Elo2026-08-18
- Design Arena Web-app Agent
- 1328 Elo2026-08-08
- Design Arena Web-app Agent
- 1330 Elo2026-08-11
- Design Arena Web-app Agent
- 1320 Elo2026-08-15
- Design Arena Web-app Agent
- 1330 Elo2026-08-12
- Design Arena Web-app Agent
- 1327 Elo2026-08-13
- Design Arena Web-app Agent
- 1319 Elo2026-08-19
- Design Arena Web-app Agent
- 1330 Elo2026-08-27
- Design Arena Web-app Agent
- 1319 Elo2026-08-20
- Design Arena Web-app Agent
- 1322 Elo2026-08-16
- Design Arena Web-app Agent
- 1322 Elo2026-08-17
- Design Arena Web-app Agent
- 1329 Elo2026-08-21
- Design Arena Web-app Agent
- 1331 Elo2026-08-22
- Design Arena Web-app Agent
- 1332 Elo2026-08-23
- Design Arena Web-app Agent
- 1330 Elo2026-08-28
- Design Arena Web-app Agent
- 1326 Elo2026-08-24
- Design Arena Web-app Agent
- 1328 Elo2026-08-25
- Design Arena Web-app Agent
- 1330 Elo2026-08-26
- Design Arena Web-app Agent
- 1330 Elo2026-08-29
- Design Arena Web-app Agent
- 1329 Elo2026-08-30
- Design Arena Web-app Agent
- 1335 Elo2026-08-31
- Design Arena Web-app Agent
- 1334 Elo2026-09-01
- Design Arena Web-app Agent
- 1335 Elo2026-09-02
- Design Arena Web-app Agent
- 1335 Elo2026-09-03
- Design Arena Web-app Agent
- 1335 Elo2026-09-04
- Design Arena Website
- 1376 Elo2026-07-28
- Design Arena Website
- 1377 Elo2026-07-27
- Design Arena Website
- 1375 Elo2026-07-30
- Design Arena Website
- 1376 Elo2026-07-29
- Design Arena Website
- 1375 Elo2026-07-31
- Design Arena Website
- 1374 Elo2026-08-02
- Design Arena Website
- 1375 Elo2026-08-01
- Design Arena Website
- 1379 Elo2026-08-05
- Design Arena Website
- 1374 Elo2026-08-03
- Design Arena Website
- 1378 Elo2026-08-09
- Design Arena Website
- 1379 Elo2026-08-04
- Design Arena Website
- 1378 Elo2026-08-14
- Design Arena Website
- 1379 Elo2026-08-06
- Design Arena Website
- 1379 Elo2026-08-07
- Design Arena Website
- 1378 Elo2026-08-10
- Design Arena Website
- 1378 Elo2026-08-08
- Design Arena Website
- 1368 Elo2026-08-18
- Design Arena Website
- 1378 Elo2026-08-11
- Design Arena Website
- 1370 Elo2026-08-15
- Design Arena Website
- 1379 Elo2026-08-12
- Design Arena Website
- 1379 Elo2026-08-13
- Design Arena Website
- 1368 Elo2026-08-19
- Design Arena Website
- 1370 Elo2026-08-16
- Design Arena Website
- 1368 Elo2026-08-20
- Design Arena Website
- 1368 Elo2026-08-27
- Design Arena Website
- 1369 Elo2026-08-17
- Design Arena Website
- 1373 Elo2026-08-21
- Design Arena Website
- 1373 Elo2026-08-22
- Design Arena Website
- 1372 Elo2026-08-23
- Design Arena Website
- 1372 Elo2026-08-24
- Design Arena Website
- 1366 Elo2026-08-28
- Design Arena Website
- 1372 Elo2026-08-25
- Design Arena Website
- 1372 Elo2026-08-26
- Design Arena Website
- 1365 Elo2026-08-29
- Design Arena Website
- 1365 Elo2026-08-30
- Design Arena Website
- 1365 Elo2026-08-31
- Design Arena Website
- 1365 Elo2026-09-01
- Design Arena Website
- 1363 Elo2026-09-02
- Design Arena Website
- 1361 Elo2026-09-03
- Design Arena Website
- 1361 Elo2026-09-04
- LiveBench Agentic Coding
- 62.2%2026-06-25
- LiveBench Coding
- 81.5%2026-06-25
- LiveBench Data Analysis
- 78.7%2026-06-25
- LiveBench Instruction Following
- 71.4%2026-06-25
- LiveBench Language
- 85.5%2026-06-25
- LiveBench Math
- 84.4%2026-06-25
- LiveBench Reasoning
- 90.7%2026-06-25
- LMArena Agent
- 9.62026-07-20
- LMArena Agent
- 9.72026-07-21
- LMArena Agent
- 9.92026-07-28
- LMArena Agent
- 10.12026-08-06
- LMArena Agent
- 10.22026-08-03
- LMArena Agent
- 10.52026-08-12
- LMArena Agent
- 10.42026-08-11
- LMArena Agent
- 10.62026-08-13
- LMArena Agent
- 9.52026-08-24
- LMArena Agent
- 9.22026-08-27
- LMArena Agent
- 8.72026-08-31
- LMArena Creative Writing
- 1462 Elo2026-07-21
- LMArena Creative Writing
- 1464 Elo2026-07-27
- LMArena Creative Writing
- 1464 Elo2026-07-30
- LMArena Creative Writing
- 1461 Elo2026-08-02
- LMArena Creative Writing
- 1447 Elo2026-08-06
- LMArena Creative Writing
- 1448 Elo2026-08-12
- LMArena Creative Writing
- 1449 Elo2026-08-21
- LMArena Creative Writing
- 1451 Elo2026-08-27
- LMArena Creative Writing
- 1452 Elo2026-09-01
- LMArena Instruction Following
- 1472 Elo2026-07-21
- LMArena Instruction Following
- 1474 Elo2026-07-27
- LMArena Instruction Following
- 1474 Elo2026-07-30
- LMArena Instruction Following
- 1474 Elo2026-08-02
- LMArena Instruction Following
- 1481 Elo2026-08-06
- LMArena Instruction Following
- 1479 Elo2026-08-12
- LMArena Instruction Following
- 1480 Elo2026-08-21
- LMArena Instruction Following
- 1481 Elo2026-08-27
- LMArena Instruction Following
- 1483 Elo2026-09-01
- LMArena Long Query
- 1491 Elo2026-07-21
- LMArena Long Query
- 1493 Elo2026-07-27
- LMArena Long Query
- 1493 Elo2026-07-30
- LMArena Long Query
- 1492 Elo2026-08-02
- LMArena Long Query
- 1490 Elo2026-08-06
- LMArena Long Query
- 1491 Elo2026-08-12
- LMArena Long Query
- 1491 Elo2026-08-21
- LMArena Long Query
- 1491 Elo2026-08-27
- LMArena Long Query
- 1492 Elo2026-09-01
- LMArena Math
- 1488 Elo2026-08-06
- LMArena Math
- 1488 Elo2026-08-12
- LMArena Math
- 1493 Elo2026-08-21
- LMArena Math
- 1496 Elo2026-08-27
- LMArena Math
- 1497 Elo2026-09-01
- LMArena Text
- 1473 Elo2026-07-16
- LMArena Text
- 1483 Elo2026-07-20
- LMArena Text
- 1486 Elo2026-07-21
- LMArena Text
- 1486 Elo2026-07-27
- LMArena Text
- 1486 Elo2026-07-30
- LMArena Text
- 1485 Elo2026-08-02
- LMArena Text
- 1485 Elo2026-08-06
- LMArena Text
- 1489 Elo2026-08-12
- LMArena Text
- 1487 Elo2026-08-10
- LMArena Text
- 1489 Elo2026-08-21
- LMArena Text
- 1489 Elo2026-08-27
- LMArena Text
- 1489 Elo2026-09-01
- LMArena WebDev
- 1679 Elo2026-07-16
- LMArena WebDev
- 1677 Elo2026-07-20
- LMArena WebDev
- 1678 Elo2026-07-21
- LMArena WebDev
- 1682 Elo2026-07-24
- LMArena WebDev
- 1682 Elo2026-07-28
- LMArena WebDev
- 1682 Elo2026-07-30
- LMArena WebDev
- 1676 Elo2026-08-01
- LMArena WebDev
- 1675 Elo2026-07-31
- LMArena WebDev
- 1675 Elo2026-08-06
- LMArena WebDev
- 1676 Elo2026-08-02
- LMArena WebDev
- 1674 Elo2026-08-10
- LMArena WebDev
- 1674 Elo2026-08-12
- LMArena WebDev
- 1674 Elo2026-08-14
- LMArena WebDev
- 1674 Elo2026-08-21
- LMArena WebDev
- 1674 Elo2026-08-30
- LMArena WebDev
- 1674 Elo2026-09-01
LMArena data licensed CC-BY-4.0. Aider (Apache-2.0) and SWE-bench (MIT) are open. Design Arena uses blind human preference.
Open-weight model on Hugging Face.
Task evidence
How broad is the support?
Each status is exact to this model version and the selected task. Official release claims remain provisional.
- Best LLM for Competition MathEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Business WritingEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Logic & Problem SolvingEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Marketing CopyEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Chat & RoleplayEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Creative WritingEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Frontend & UIEstablished evidence
100% of intended weighted task evidence across 3 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for WritingEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Roleplay & CharacterEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Math & ReasoningEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for a General AssistantEstablished evidence
100% of intended weighted task evidence across 2 independent sources. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Code CompletionEstablished evidence
81% of intended weighted task evidence across 2 independent sources. 4 of 4 configured evaluation feeds currently have results.
- Best Open-Weight LLM for Self-HostingEstablished evidence
67% of intended weighted task evidence across 2 independent sources. 3 of 4 configured evaluation feeds currently have results.
- Best LLM for Fast SummariesEstablished evidence
64% of intended weighted task evidence across 2 independent sources. 3 of 4 configured evaluation feeds currently have results.
- Best Value LLMEstablished evidence
64% of intended weighted task evidence across 2 independent sources. 3 of 4 configured evaluation feeds currently have results.
- Best LLM for CodingProvisional evidence
58% of intended weighted task evidence across 3 independent sources; broader independent confirmation is still missing from Aider Polyglot or SWE-bench Verified. 8 of 8 configured evaluation feeds currently have results.
- Best LLM for Literary TranslationProvisional evidence
55% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from WMT translation. 4 of 5 configured evaluation feeds currently have results.
- Best LLM for Everyday TranslationProvisional evidence
55% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from WMT translation. 4 of 5 configured evaluation feeds currently have results.
- Best LLM for TranslationProvisional evidence
55% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from WMT translation. 4 of 5 configured evaluation feeds currently have results.
- Best Cheap LLM for High VolumeProvisional evidence
50% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Route reliability. 3 of 4 configured evaluation feeds currently have results.
- Cheapest Capable LLMProvisional evidence
50% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Route reliability. 3 of 4 configured evaluation feeds currently have results.
- Best Local LLM for CodingProvisional evidence
50% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Aider Polyglot or SWE-rebench. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for Agentic CodingProvisional evidence
46% of intended weighted task evidence across 3 independent sources; broader independent confirmation is still missing from Frontier-Bench or SWE-rebench. 8 of 8 configured evaluation feeds currently have results.
- Best LLM for Debugging & Code ReviewProvisional evidence
40% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Aider Polyglot or SWE-bench Verified. 6 of 6 configured evaluation feeds currently have results.
- Best LLM for Document SummarizationProvisional evidence
40% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from FACTS Grounding or LMArena Document. 4 of 6 configured evaluation feeds currently have results.
- Best LLM for SummarizationProvisional evidence
40% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from FACTS Grounding or LMArena Document. 4 of 6 configured evaluation feeds currently have results.
- Best LLM for JSON & Schema OutputProvisional evidence
39% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or Structured-output eval. 4 of 5 configured evaluation feeds currently have results.
- Best LLM for Structured Data ExtractionProvisional evidence
39% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or Structured-output eval. 4 of 5 configured evaluation feeds currently have results.
- Best LLM for Hermes AgentProvisional evidence
33% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or SWE-rebench. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for OpenHandsProvisional evidence
33% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or SWE-rebench. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for GooseProvisional evidence
33% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or SWE-rebench. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for OpenClawProvisional evidence
33% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or SWE-rebench. 5 of 5 configured evaluation feeds currently have results.
- Best LLM for High-Volume ExtractionProvisional evidence
31% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Route reliability or Structured-output eval. 2 of 4 configured evaluation feeds currently have results.
- Best LLM for AI AgentsProvisional evidence
27% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Berkeley Function Calling or OSWorld Verified. 7 of 7 configured evaluation feeds currently have results.
- Best LLM for Tool & Function CallingProvisional evidence
25% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or LMArena Search. 4 of 5 configured evaluation feeds currently have results.
- Best LLM for Autonomous AgentsProvisional evidence
25% of intended weighted task evidence across 2 independent sources; broader independent confirmation is still missing from Frontier-Bench or OSWorld Verified. 7 of 7 configured evaluation feeds currently have results.
- Best LLM for Massive ContextProvisional evidence
25% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from LMArena Document or LongBench v2. 3 of 4 configured evaluation feeds currently have results.
- Best LLM for Computer & Browser UseProvisional evidence
25% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from Berkeley Function Calling or OSWorld Verified. 4 of 4 configured evaluation feeds currently have results.
- Best LLM for Image UnderstandingProvisional evidence
20% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from LMArena Vision or VLMEvalKit tasks. 3 of 4 configured evaluation feeds currently have results.
- Best LLM for RAG & Long ContextProvisional evidence
18% of intended weighted task evidence across 1 independent source; broader independent confirmation is still missing from FACTS Grounding or LMArena Document. 4 of 6 configured evaluation feeds currently have results.
- Best LLM for OCR & DocumentsProvisional evidence
10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.
- Best LLM for Vision & DocumentsProvisional evidence
10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.
- Best LLM for Grounded RAGProvisional evidence
10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from CRAG or FACTS Grounding. 2 of 5 configured evaluation feeds currently have results.
- Best LLM for Charts & DiagramsProvisional evidence
10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.
- Best LLM for Document ParsingProvisional evidence
10% of intended weighted task evidence across 0 independent sources; broader independent confirmation is still missing from LMArena Document or LMArena Vision. 3 of 5 configured evaluation feeds currently have results.
Recommendation coverage
Where this model appears
Catalog data via OpenRouter and models.dev. Last checked within the past 6 hours.