BlogLLM Benchmark Scores as Published, Side by Side

OCRBench: Results as Published

Every result the catalog holds for OCRBench: 28 models from 9 developers, read from 6 pages. Each number is as printed by the company named beside it; nothing is ranked or rescored. Models are listed by developer, newest first.

Area Multimodal UnderstandingMaintainer Yuliang Liu and co-authorsIntroduced 2023Data version 2026103001, as of 2026-10-30

OCRBench tests whether a multimodal model can read text in an image and answer from it. The scored set has 1,000 manually checked question-answer pairs in five parts: text recognition, scene-text visual question answering, document-oriented visual question answering, key information extraction, and handwritten mathematical expression recognition. Those pairs come out of a wider study that uses 29 text datasets. The published result is a final score that adds the five part scores.

OCRBench

ModelValuePrinted bySetup as printed
GPT-5.2OpenAI, released 2025-12-1180.7%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
GPT-5 miniOpenAI, released 2025-08-0782.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
Claude Opus 4.5Anthropic, released 2025-11-2485.8%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
Claude Sonnet 4.5Anthropic, released 2025-09-2976.6%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
Gemma 4 31BGoogle, released 2026-04-0286.1%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
Gemini 3 ProGoogle, released 2025-11-1890.4%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15; printed on 1 more page-
Gemma 3 12BGoogle, released 2025-03-1275.3%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
Qwen3.6-27BAlibaba, released 2026-04-2289.4%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
Qwen3.6-35B-A3BAlibaba, released 2026-04-1690%Alibaba, Qwen3.6-27B model cardchecked 2026-10-15-
Qwen3.5-122B-A10BAlibaba, released 2026-02-2492.1%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
Qwen3.5-27BAlibaba, released 2026-02-2489.4%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
Qwen3.5-35B-A3BAlibaba, released 2026-02-2491%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15-
Qwen3.5-397B-A17BAlibaba, released 2026-02-1693.1%Alibaba, Qwen3.5-397B-A17B model cardchecked 2026-10-15-
Qwen3-VL-32B-InstructAlibaba, released 2025-10-2188.5%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit; Context: 32768
88.5%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit; Context: 4096
Qwen3-VL-32B-ThinkingAlibaba, released 2025-10-2183.7%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: thinking; Harness: VLMEvalKit; Context: 4096
85%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: thinking; Harness: VLMEvalKit; Context: 40960
Qwen3-VL-8B-InstructAlibaba, released 2025-10-1589.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit; Context: 4096
90%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit; Context: 32768
Qwen3-VL-8B-ThinkingAlibaba, released 2025-10-1581.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: thinking; Harness: VLMEvalKit; Context: 4096
82%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: thinking; Harness: VLMEvalKit; Context: 40960
Qwen3-VL-235B-A22BAlibaba, released 2025-09-2387.5%Alibaba, Qwen3.5-122B-A10B model cardchecked 2026-10-15; printed on 1 more page-
Qwen3-VL-235B-A22B-ThinkingAlibaba, released 2025-09-2387.5%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15-
Kimi K2.5Moonshot AI, released 2026-01-2792.3%Moonshot AI, Kimi K2.5 model cardchecked 2026-10-15; printed on 1 more page-
Kimi-VL-A3B-InstructMoonshot AI, released 2025-04-1086.5%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
Kimi-VL-A3B-ThinkingMoonshot AI, released 2025-04-1079.9%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: thinking; Harness: VLMEvalKit
Phi-4-reasoning-vision-15BMicrosoft, released 2026-03-0476%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
75.6%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
73.7%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
Phi-4-multimodal-instructMicrosoft, released 2025-02-2662.6%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit

OCRBench v2 (Chinese)

ModelValuePrinted bySetup as printed
Qwen3.5-122B-A10BAlibaba, released 2026-02-2467.3%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
Qwen3.8-Flash-NextAlibaba68.3%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
GLM-5.3-FlashZ.ai, released 2026-08-2656.8%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
Nemotron 3.5 Super VL 120B-A12BNVIDIA, released 2026-10-1559.15%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
Inkling-SmallThinking Machines52.4%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-

OCRBench v2 (English)

ModelValuePrinted bySetup as printed
Qwen3.5-122B-A10BAlibaba, released 2026-02-2468.3%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
Qwen3.8-Flash-NextAlibaba67.9%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
GLM-5.3-FlashZ.ai, released 2026-08-2661.8%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
Nemotron 3.5 Super VL 120B-A12BNVIDIA, released 2026-10-1568.12%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-
Inkling-SmallThinking Machines54.2%NVIDIA, NVIDIA Nemotron 3.5 Super VL 120B-A12B model cardchecked 2026-10-19-

Every number here is read from the same catalog file as the benchmark table, data version 2026103001, and is the number the table shows for that model and test. Where one page printed a model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.