OCR Benchmark Rankings

97 OCR models measured on 20 scanned pages that break ordinary OCR: degraded scans, scanned mathematics, tables and multi-column layouts. The hard-corpus measurement covers 141 rule tests; Quality also includes the blank-page result when available.

Models ranked: 97 models ranked
Corpus: 20 hard pages · 141 rule tests
Published: Published Oct 5, 2026; How we measure

Highest quality

Mistral OCR 4.1

84.0 quality · 200 pages / $1

Mistral OCR 4.1, measured via Mistral

Fastest

Ministral 3 8B 2512

1.9s per page · 68.3 quality · ~6,670 pages / $1 (benchmark reference)

Fastest model among the top 10 models; Mistral Ministral 3 8B 2512, via OpenRouter

Best value

Ministral 8B 2512

~7,040 pages / $1 (benchmark reference) · 69.7 quality · 2.3s

Cheapest model among the top 10 models; Ministral 8B 2512, via Mistral

Leaderboard

One row per model, ordered by quality score. Each model uses its highest-scoring offering; the provider shown is where that result was measured.

97 ranked models · click a column to sort

Rank	Model
1	Mistral OCR 4.1 via Mistral	84.0±6.3	69	80	92	95	—	200 pages / $1$0.005/page	100
2	Datalab Convert (accurate) via Datalab	77.2±7.1	54	73	92	91	25.9s	100 pages / $1$0.01/page	100
3	Ministral 8B 2512 via Mistral	69.7±7.7	62	67	84	67	2.3s	~7,040 pages / $1$0.000142/page · Benchmark reference	100
4	Ministral 3 8B 2512 Mistral · via OpenRouter	68.3±7.8	62	61	84	67	1.9s	~6,670 pages / $1$0.00015/page · Benchmark reference	100
5	Claude Opus 4.5 Anthropic · via OpenRouter	67.5±7.5	58	78	72	62	5.6s	~46.1 pages / $1~$0.0217 per standard page	100
6	Claude Opus 4.8 (Fast) Anthropic · via OpenRouter	66.9±8.2	65	33	88	81	2.5s	~27.3 pages / $1~$0.0367 per standard page	—
7	Qwen3.8 Flash Qwen · via OpenRouter	65.5±7.7	69	77	40	76	—	~2,200 pages / $1~$0.000454 per standard page	100
8	Muse Spark 1.2 Meta · via OpenRouter	65.5±7.8	73	70	48	71	7.6s	~103 pages / $1~$0.00975 per standard page	—
9	Mistral Medium 3 Mistral · via OpenRouter	64.9±8.0	62	59	72	67	3.9s	~684 pages / $1~$0.00146 per standard page	100
10	GPT-5.6 Luna OpenAI · via OpenRouter	64.8±8.1	73	52	48	86	4.8s	~816 pages / $1~$0.00123 per standard page	100
11	Mistral Medium 3.1 Mistral · via OpenRouter	64.6±8.1	73	51	68	67	2.2s	~684 pages / $1~$0.00146 per standard page	100
12	Step 3.7 Flash StepFun · via OpenRouter	63.6±8.0	69	59	64	62	11.9s	~1,150 pages / $1~$0.000867 per standard page	100
13	Gemini 3 Flash Preview Google · via OpenRouter	63.6±7.7	65	78	44	67	2.7s	~750 pages / $1$0.001333/page · Benchmark reference	100
14	Claude Opus 4.6 Anthropic · via OpenRouter	63.4±8.1	65	46	80	62	6.1s	~46.1 pages / $1~$0.0217 per standard page	100
15	Claude Opus 4 Anthropic · via OpenRouter	63.1±8.2	58	46	72	76	8.0s	~18.3 pages / $1~$0.0547 per standard page	—
16	Gemini Flash Latest via Google	63.0±7.7	69	78	52	52	6.1s	~1,660 pages / $1$0.000601/page · Benchmark reference	100
17	Qwen3 VL 235B A22B Instruct Qwen · via OpenRouter	63.0±8.2	69	45	52	86	4.4s	~678 pages / $1~$0.00148 per standard page	100
18	Mistral Medium 2505 via Mistral	62.1±8.0	62	61	64	62	3.7s	~739 pages / $1~$0.00135 per standard page	100
19	Mistral Medium 2508 via Mistral	61.9±8.2	77	46	72	52	2.0s	~602 pages / $1~$0.00166 per standard page	100
20	Claude Sonnet 4.5 via Anthropic	61.1±8.3	69	30	64	81	5.7s	~211 pages / $1$0.004746/page · Benchmark reference	100
21	Llama 4 Maverick Meta · via OpenRouter	61.0±7.4	69	74	60	81	4.9s	~1,560 pages / $1~$0.00064 per standard page	33
22	Mistral Large 3 2512 Mistral · via OpenRouter	58.5±8.3	69	35	68	62	4.6s	~849 pages / $1~$0.00118 per standard page	100
23	Ministral 14B 2512 via Mistral	57.7±8.2	65	26	68	71	4.9s	~7,520 pages / $1$0.000133/page · Benchmark reference	100
24	MiMo-V2.5 Xiaomi · via OpenRouter	57.3±8.2	58	54	56	62	13.3s	~2,620 pages / $1~$0.000381 per standard page	100
25	Gemini 3.5 Flash-Lite Google · via OpenRouter	56.9±8.2	69	57	16	86	1.7s	~504 pages / $1~$0.00198 per standard page	100
26	Magistral Medium 2509 via Mistral	56.6±8.2	65	16	64	81	1.9s	~334 pages / $1$0.002996/page · Benchmark reference	100
27	Grok 4.5 xAI · via OpenRouter	56.5±8.2	73	54	28	71	5.3s	~176 pages / $1~$0.00567 per standard page	100
28	Gemini 3.6 Flash via Google	56.5±8.3	69	42	48	67	4.1s	~179 pages / $1~$0.00559 per standard page	100
29	Ministral 3B 2512 via Mistral	56.2±8.2	58	44	76	48	1.7s	~1,170 pages / $1$0.000856/page · Benchmark reference	100
30	Qwen3-VL 30B A3B Instruct (DeepInfra) via DeepInfra	56.1±8.2	73	62	8	81	4.5s	~2,470 pages / $1~$0.000404 per standard page	100
31	Mistral Medium 3.5.0 via Mistral	55.4±8.2	65	16	64	76	—	—Benchmark reference	—
32	MiniMax M3 MiniMax · via OpenRouter	55.0±8.3	69	38	56	57	4.8s	~940 pages / $1~$0.00106 per standard page	100
33	GLM 5.3 Flash Z.ai · via OpenRouter	55.0±8.0	62	0	68	91	—	~1,420 pages / $1~$0.000703 per standard page	100
34	Ministral 3 3B 2512 Mistral · via OpenRouter	54.5±8.3	58	41	72	48	1.8s	~10,300 pages / $1$0.000097/page · Benchmark reference	100
35	Grok 4.3 xAI · via OpenRouter	54.3±8.1	69	12	60	76	4.7s	~318 pages / $1~$0.00314 per standard page	100
36	Claude Sonnet 4.6 Anthropic · via OpenRouter	54.1±8.2	73	17	64	62	5.2s	~76.9 pages / $1~$0.013 per standard page	100
37	GPT-5.6 Luna Pro OpenAI · via OpenRouter	53.9±8.2	69	57	28	62	22.0s	~189 pages / $1~$0.0053 per standard page	100
38	Llama 4 Scout Meta · via OpenRouter	53.6±8.2	54	67	32	62	1.6s	~1,370 pages / $1~$0.000731 per standard page	100
39	Mistral Small 2506 via Mistral	53.6±8.1	65	16	76	57	1.9s	~7,250 pages / $1$0.000138/page · Benchmark reference	100
40	Gemini Flash-Lite Latest via Google	53.4±8.1	73	70	4	67	1.6s	~4,930 pages / $1$0.000203/page · Benchmark reference	100
41	Seed-2.0-Code ByteDance Seed · via OpenRouter	53.0±8.1	73	75	16	48	15.4s	~259 pages / $1~$0.00385 per standard page	100
42	Magistral Small 2509 via Mistral	52.9±8.1	65	13	76	57	2.0s	~1,340 pages / $1$0.000749/page · Benchmark reference	100
43	Gemini 3.7 Flash Google · via OpenRouter	51.6±8.3	69	45	40	52	3.8s	~226 pages / $1~$0.00442 per standard page	100
44	Qwen2.5-VL 32B Instruct (DeepInfra) via DeepInfra	51.5±8.2	62	58	20	67	5.2s	~467 pages / $1$0.00214/page	100
45	Claude Fable 5 Anthropic · via OpenRouter	50.8±7.9	69	0	72	62	6.8s	~27.3 pages / $1~$0.0367 per standard page	—
46	Claude Sonnet 4 Anthropic · via OpenRouter	49.5±8.0	69	16	32	81	3.8s	~76.9 pages / $1~$0.013 per standard page	100
47	Muse Glimmer 30B Meta · via OpenRouter	49.1±8.1	77	28	16	76	7.6s	~754 pages / $1~$0.00133 per standard page	100
48	Claude Sonnet 5 Anthropic · via OpenRouter	47.4±7.7	69	0	44	76	4.6s	~136 pages / $1~$0.00733 per standard page	100
49	Qwen3.8 27B Qwen · via OpenRouter	47.3±8.0	69	17	36	67	5.2s	~455 pages / $1~$0.0022 per standard page	100
50	Claude Opus 5 (Fast) via OpenRouter	46.0±7.7	65	0	52	67	3.8s	~27.3 pages / $1~$0.0367 per standard page	—
51	Gemini 3.1 Flash Lite via Google	45.6±8.3	65	28	64	86	1.2s	~821 pages / $1~$0.00122 per standard page	0
52	Claude Opus 5 via OpenRouter	45.5±7.7	65	3	52	62	5.0s	~45.2 pages / $1~$0.0221 per standard page	100
53	Gemini 3.1 Flash Lite Preview via Google	45.5±8.2	69	42	64	67	1.1s	~845 pages / $1~$0.00118 per standard page	0
54	Grok Build 0.1 xAI · via OpenRouter	45.1±7.6	77	0	32	71	32.7s	~89.5 pages / $1~$0.0112 per standard page	100
55	Gemini 3.5 Flash Google · via OpenRouter	44.2±8.0	73	22	44	38	5.9s	~59.6 pages / $1~$0.0168 per standard page	—
56	Qwen3.6 35B A3B Qwen · via OpenRouter	43.8±8.1	69	39	0	67	6.4s	~1,170 pages / $1~$0.000852 per standard page	100
57	GPT-4.1 Nano OpenAI · via OpenRouter	43.5±7.9	58	22	28	67	2.3s	~3,040 pages / $1~$0.000329 per standard page	100
58	Nex-N2-Mini Nex AGI · via OpenRouter	43.1±8.0	73	25	8	67	2.3s	~8,640 pages / $1~$0.000116 per standard page	—
59	Gemini 3.1 Flash Image Preview (Gemini 3.1 Flash Image Preview) Google · via OpenRouter	42.8±8.3	73	38	48	52	1.8s	~1,140 pages / $1$0.000878/page · Benchmark reference	33
60	Claude Haiku 4.5 Anthropic · via OpenRouter	42.6±7.9	69	22	32	48	3.4s	~274 pages / $1~$0.00365 per standard page	100
61	o4 Mini via OpenAI	41.7±7.4	73	0	8	86	11.7s	~72.1 pages / $1~$0.0139 per standard page	—
62	Nova 2 Lite Amazon · via OpenRouter	41.6±7.8	69	16	48	33	2.0s	~580 pages / $1~$0.00172 per standard page	100
63	Perceptron Mk1 Perceptron · via OpenRouter	41.1±7.4	62	1	16	86	13.6s	~982 pages / $1~$0.00102 per standard page	100
64	Mistral Large 2512 via Mistral	40.5±8.2	73	25	72	52	4.3s	~376 pages / $1$0.00266/page · Benchmark reference	0
65	Nova Lite 1.0 Amazon · via OpenRouter	40.1±7.4	65	0	52	43	2.2s	~4,260 pages / $1~$0.000235 per standard page	100
66	Qwen3.6 27B Qwen · via OpenRouter	40.0±8.1	69	35	0	76	10.4s	~365 pages / $1~$0.00274 per standard page	67
67	Qwen3.6 Flash Qwen · via OpenRouter	39.0±8.2	73	42	0	81	15.4s	~1,270 pages / $1~$0.000789 per standard page	33
68	Anthropic Claude Haiku Latest via OpenRouter	37.9±7.7	69	19	16	48	—	~231 pages / $1~$0.00433 per standard page	100
69	GPT-5.6 Terra Pro OpenAI · via OpenRouter	37.6±7.5	69	15	0	67	14.2s	~50.7 pages / $1~$0.0197 per standard page	—
70	Sonar Pro Perplexity · via OpenRouter	37.1±7.6	69	17	0	62	3.1s	~91.9 pages / $1~$0.0109 per standard page	100
71	GPT 4o (2024-11-20) via OpenAI	36.3±7.5	77	16	0	52	1.8s	~263 pages / $1$0.003798/page · Benchmark reference	100
72	GPT-5.6 Sol OpenAI · via OpenRouter	36.1±7.1	73	0	0	71	6.4s	~139 pages / $1~$0.00721 per standard page	100
73	GPT 4.1 (2025-04-14) via OpenAI	36.1±7.3	65	6	16	57	1.6s	~333 pages / $1$0.003006/page · Benchmark reference	100
74	Grok 4.6 SpaceXAI · via OpenRouter	36.0±7.8	69	19	0	76	4.0s	~99.4 pages / $1~$0.0101 per standard page	67
75	Azure Document Intelligence v4 via Azure	35.1±7.0	69	0	0	71	1.4s	~93.5 pages / $1$0.0107/page · Benchmark reference	100
76	GPT-5.6 Sol Pro OpenAI · via OpenRouter	33.7±7.6	58	25	0	52	8.6s	~77.3 pages / $1~$0.0129 per standard page	—
77	GPT-5.1-Codex OpenAI · via OpenRouter	33.5±6.9	77	0	0	57	6.0s	~135 pages / $1~$0.0074 per standard page	100
78	Sonar Perplexity · via OpenRouter	32.8±6.8	69	0	0	62	2.5s	~966 pages / $1~$0.00104 per standard page	100
79	Sonar Pro Search Perplexity · via OpenRouter	32.7±7.3	65	13	0	52	4.2s	~203 pages / $1$0.004935/page · Benchmark reference	—
80	GPT 4o Mini (2024-07-18) via OpenAI	32.3±6.8	77	0	0	52	2.2s	~254 pages / $1$0.003933/page · Benchmark reference	100
81	Document AI via Google	32.0±6.8	62	0	0	67	622ms	~100 pages / $1$0.01/page · Benchmark reference	100
82	OpenAI GPT Mini Latest via OpenRouter	31.8±6.8	65	0	0	62	—	~313 pages / $1~$0.00319 per standard page	100
83	GPT-5.4 Image 2 OpenAI · via OpenRouter	31.6±6.8	69	0	0	57	2.5s	~48.2 pages / $1~$0.0207 per standard page	100
84	GPT 4.1 Mini (2025-04-14) via OpenAI	31.1±7.7	69	0	44	71	2.4s	~1,660 pages / $1$0.000602/page · Benchmark reference	0
85	Gemini 3.1 Pro Preview Custom Tools via Google	30.4±6.7	69	0	0	52	27.9s	~18.3 pages / $1~$0.0546 per standard page	—
86	o3 via OpenAI	30.4±6.7	69	0	0	52	5.8s	~54.7 pages / $1~$0.0183 per standard page	100
87	Gemini 2.5 Flash Google · via OpenRouter	30.1±7.0	69	0	0	71	2.1s	~974 pages / $1$0.001027/page · Benchmark reference	67
88	GPT-5.6 Terra OpenAI · via OpenRouter	29.4±6.6	65	0	0	52	2.6s	~118 pages / $1~$0.00851 per standard page	100
89	GPT-5.5 OpenAI · via OpenRouter	29.2±6.6	69	0	0	48	7.6s	~35.6 pages / $1~$0.0281 per standard page	—
90	Inkling Small Thinking Machines · via OpenRouter	28.4±7.5	73	0	48	52	2.5s	~389 pages / $1~$0.00257 per standard page	0
91	Claude 3 Haiku Anthropic · via OpenRouter	27.7±6.4	54	0	0	57	2.7s	~1,100 pages / $1~$0.000912 per standard page	—
92	Gemini 2.5 Pro via Google	25.6±6.3	69	0	0	33	27.0s	~25.1 pages / $1~$0.0398 per standard page	—
93	Nova Pro 1.0 Amazon · via OpenRouter	21.1±5.9	65	0	0	19	2.4s	~320 pages / $1~$0.00313 per standard page	100
94	AWS Textract via AWS	19.5±5.8	73	0	0	5	1.2s	~623 pages / $1$0.001605/page	100
95	docTR via OpenOCR (Local)	12.8±4.8	46	0	0	5	1.1s	500 pages / $1$0.002/page	100
96	UI-TARS 7B ByteDance · via OpenRouter	11.5±6.4	58	10	4	14	3.5s	~4,180 pages / $1~$0.000239 per standard page	33
97	EasyOCR via OpenOCR (Local)	4.8±3.0	19	0	0	0	1.8s	500 pages / $1$0.002/page	100

30 more models are available but not ranked

Awaiting measurement (23)

Not yet run on the hard corpus. They can be used today; a score is published once the run completes.

Sakana Fugu Ultravia OpenRouter
Meta Muse Spark 1.1via OpenRouter
Thinking Machines Inklingvia OpenRouter
Qwen Qwen3.7 Plusvia OpenRouter
Qwen Qwen3.5 Plus 2026-04-20via OpenRouter
Llama 3.2 11B Vision (DeepInfra)via DeepInfra
Gemini 2.5 Flash-Litevia Google
Anthropic Claude Opus 4.8via OpenRouter
Mistral Medium 3 5via Mistral
MoonshotAI Kimi K2.6via OpenRouter
MoonshotAI Kimi K3via OpenRouter
Qwen Qwen3.7 Flashvia OpenRouter
Qwen Qwen3.8 Maxvia OpenRouter
Anthropic Claude Opus 4.1via OpenRouter
Nex AGI Nex-N2-Provia OpenRouter
ByteDance Seed Seed 2.1 Turbovia OpenRouter
Amazon Nova Premier 1.0via OpenRouter
Tesseract 5via OpenOCR (Local)
OCRmyPDFvia OpenOCR (Local)
RapidOCRvia OpenOCR (Local)
o1 (2024-12-17)via OpenAI
MoonshotAI Kimi K2.7 Codevia OpenRouter
Mistral Mistral Small 3.1 24Bvia OpenRouter

Aliases (7)

“Latest” names follow whatever the provider currently serves, so they are not measured separately. Use the pinned release above for a ranked number.

Anthropic Claude Fable Latestvia OpenRouter
OpenAI GPT Chat Latestvia OpenRouter
Anthropic Claude Opus Latestvia OpenRouter
MoonshotAI Kimi Latestvia OpenRouter
OpenAI GPT Latestvia OpenRouter
Anthropic Claude Sonnet Latestvia OpenRouter
Gemini Pro Latestvia Google

Methodology

Rank follows the unrounded quality score, highest first. Exact score matches use canonical model ID order to give every model a unique position. The corpus contains 20 scanned pages from AI2’s olmOCR-bench, scored with 141 rule tests. The quality score shows a percentage; its reported 95% confidence interval comes from the hard corpus, so nearby positions may have overlapping uncertainty. Category columns show pass rates for each page type. Speed is average end-to-end time per page through OpenOCR, including network overhead. Price shows pages per $1 and the current per-page charge; token-model prices are estimates. Speed and value recommendations are drawn from the top 10 models. When several offerings serve the same model, only the highest-scoring one is shown. Where published, separate 11-image clean-document results are available on the model evidence page. These results do not determine rank. Models measured only on the hard corpus have no reported clean score or clean-run latency. Blank page: each model is also given a blank page three times. A model that invents text loses up to 15 quality points, in proportion to how often it did. Read the full methodology → See what models hallucinated →

Clean-corpus snapshot ocr-shared-11-normalized/v2, scorer ocr-shared-11-scorer/v2, published 2026-10-05: 165 complete offering runs; 127 canonical models displayed on this page. Hard-corpus scores come from the olmocr-hard-20 corpus, version v2.

OCR Benchmark Rankings

97 models ranked

20 hard pages · 141 rule tests

Published Oct 5, 2026

How we measure

Leaderboard

One row per model, ordered by quality score. Each model uses its highest-scoring offering; the provider shown is where that result was measured.

97 ranked models · click a column to sort

Rank	Model
1	Mistral OCR 4.1 via Mistral	84.0±6.3	69	80	92	95	—	200 pages / $1$0.005/page	100
2	Datalab Convert (accurate) via Datalab	77.2±7.1	54	73	92	91	25.9s	100 pages / $1$0.01/page	100
3	Ministral 8B 2512 via Mistral	69.7±7.7	62	67	84	67	2.3s	~7,040 pages / $1$0.000142/page · Benchmark reference	100
4	Ministral 3 8B 2512 Mistral · via OpenRouter	68.3±7.8	62	61	84	67	1.9s	~6,670 pages / $1$0.00015/page · Benchmark reference	100
5	Claude Opus 4.5 Anthropic · via OpenRouter	67.5±7.5	58	78	72	62	5.6s	~46.1 pages / $1~$0.0217 per standard page	100
6	Claude Opus 4.8 (Fast) Anthropic · via OpenRouter	66.9±8.2	65	33	88	81	2.5s	~27.3 pages / $1~$0.0367 per standard page	—
7	Qwen3.8 Flash Qwen · via OpenRouter	65.5±7.7	69	77	40	76	—	~2,200 pages / $1~$0.000454 per standard page	100
8	Muse Spark 1.2 Meta · via OpenRouter	65.5±7.8	73	70	48	71	7.6s	~103 pages / $1~$0.00975 per standard page	—
9	Mistral Medium 3 Mistral · via OpenRouter	64.9±8.0	62	59	72	67	3.9s	~684 pages / $1~$0.00146 per standard page	100
10	GPT-5.6 Luna OpenAI · via OpenRouter	64.8±8.1	73	52	48	86	4.8s	~816 pages / $1~$0.00123 per standard page	100
11	Mistral Medium 3.1 Mistral · via OpenRouter	64.6±8.1	73	51	68	67	2.2s	~684 pages / $1~$0.00146 per standard page	100
12	Step 3.7 Flash StepFun · via OpenRouter	63.6±8.0	69	59	64	62	11.9s	~1,150 pages / $1~$0.000867 per standard page	100
13	Gemini 3 Flash Preview Google · via OpenRouter	63.6±7.7	65	78	44	67	2.7s	~750 pages / $1$0.001333/page · Benchmark reference	100
14	Claude Opus 4.6 Anthropic · via OpenRouter	63.4±8.1	65	46	80	62	6.1s	~46.1 pages / $1~$0.0217 per standard page	100
15	Claude Opus 4 Anthropic · via OpenRouter	63.1±8.2	58	46	72	76	8.0s	~18.3 pages / $1~$0.0547 per standard page	—
16	Gemini Flash Latest via Google	63.0±7.7	69	78	52	52	6.1s	~1,660 pages / $1$0.000601/page · Benchmark reference	100
17	Qwen3 VL 235B A22B Instruct Qwen · via OpenRouter	63.0±8.2	69	45	52	86	4.4s	~678 pages / $1~$0.00148 per standard page	100
18	Mistral Medium 2505 via Mistral	62.1±8.0	62	61	64	62	3.7s	~739 pages / $1~$0.00135 per standard page	100
19	Mistral Medium 2508 via Mistral	61.9±8.2	77	46	72	52	2.0s	~602 pages / $1~$0.00166 per standard page	100
20	Claude Sonnet 4.5 via Anthropic	61.1±8.3	69	30	64	81	5.7s	~211 pages / $1$0.004746/page · Benchmark reference	100
21	Llama 4 Maverick Meta · via OpenRouter	61.0±7.4	69	74	60	81	4.9s	~1,560 pages / $1~$0.00064 per standard page	33
22	Mistral Large 3 2512 Mistral · via OpenRouter	58.5±8.3	69	35	68	62	4.6s	~849 pages / $1~$0.00118 per standard page	100
23	Ministral 14B 2512 via Mistral	57.7±8.2	65	26	68	71	4.9s	~7,520 pages / $1$0.000133/page · Benchmark reference	100
24	MiMo-V2.5 Xiaomi · via OpenRouter	57.3±8.2	58	54	56	62	13.3s	~2,620 pages / $1~$0.000381 per standard page	100
25	Gemini 3.5 Flash-Lite Google · via OpenRouter	56.9±8.2	69	57	16	86	1.7s	~504 pages / $1~$0.00198 per standard page	100
26	Magistral Medium 2509 via Mistral	56.6±8.2	65	16	64	81	1.9s	~334 pages / $1$0.002996/page · Benchmark reference	100
27	Grok 4.5 xAI · via OpenRouter	56.5±8.2	73	54	28	71	5.3s	~176 pages / $1~$0.00567 per standard page	100
28	Gemini 3.6 Flash via Google	56.5±8.3	69	42	48	67	4.1s	~179 pages / $1~$0.00559 per standard page	100
29	Ministral 3B 2512 via Mistral	56.2±8.2	58	44	76	48	1.7s	~1,170 pages / $1$0.000856/page · Benchmark reference	100
30	Qwen3-VL 30B A3B Instruct (DeepInfra) via DeepInfra	56.1±8.2	73	62	8	81	4.5s	~2,470 pages / $1~$0.000404 per standard page	100
31	Mistral Medium 3.5.0 via Mistral	55.4±8.2	65	16	64	76	—	—Benchmark reference	—
32	MiniMax M3 MiniMax · via OpenRouter	55.0±8.3	69	38	56	57	4.8s	~940 pages / $1~$0.00106 per standard page	100
33	GLM 5.3 Flash Z.ai · via OpenRouter	55.0±8.0	62	0	68	91	—	~1,420 pages / $1~$0.000703 per standard page	100
34	Ministral 3 3B 2512 Mistral · via OpenRouter	54.5±8.3	58	41	72	48	1.8s	~10,300 pages / $1$0.000097/page · Benchmark reference	100
35	Grok 4.3 xAI · via OpenRouter	54.3±8.1	69	12	60	76	4.7s	~318 pages / $1~$0.00314 per standard page	100
36	Claude Sonnet 4.6 Anthropic · via OpenRouter	54.1±8.2	73	17	64	62	5.2s	~76.9 pages / $1~$0.013 per standard page	100
37	GPT-5.6 Luna Pro OpenAI · via OpenRouter	53.9±8.2	69	57	28	62	22.0s	~189 pages / $1~$0.0053 per standard page	100
38	Llama 4 Scout Meta · via OpenRouter	53.6±8.2	54	67	32	62	1.6s	~1,370 pages / $1~$0.000731 per standard page	100
39	Mistral Small 2506 via Mistral	53.6±8.1	65	16	76	57	1.9s	~7,250 pages / $1$0.000138/page · Benchmark reference	100
40	Gemini Flash-Lite Latest via Google	53.4±8.1	73	70	4	67	1.6s	~4,930 pages / $1$0.000203/page · Benchmark reference	100
41	Seed-2.0-Code ByteDance Seed · via OpenRouter	53.0±8.1	73	75	16	48	15.4s	~259 pages / $1~$0.00385 per standard page	100
42	Magistral Small 2509 via Mistral	52.9±8.1	65	13	76	57	2.0s	~1,340 pages / $1$0.000749/page · Benchmark reference	100
43	Gemini 3.7 Flash Google · via OpenRouter	51.6±8.3	69	45	40	52	3.8s	~226 pages / $1~$0.00442 per standard page	100
44	Qwen2.5-VL 32B Instruct (DeepInfra) via DeepInfra	51.5±8.2	62	58	20	67	5.2s	~467 pages / $1$0.00214/page	100
45	Claude Fable 5 Anthropic · via OpenRouter	50.8±7.9	69	0	72	62	6.8s	~27.3 pages / $1~$0.0367 per standard page	—
46	Claude Sonnet 4 Anthropic · via OpenRouter	49.5±8.0	69	16	32	81	3.8s	~76.9 pages / $1~$0.013 per standard page	100
47	Muse Glimmer 30B Meta · via OpenRouter	49.1±8.1	77	28	16	76	7.6s	~754 pages / $1~$0.00133 per standard page	100
48	Claude Sonnet 5 Anthropic · via OpenRouter	47.4±7.7	69	0	44	76	4.6s	~136 pages / $1~$0.00733 per standard page	100
49	Qwen3.8 27B Qwen · via OpenRouter	47.3±8.0	69	17	36	67	5.2s	~455 pages / $1~$0.0022 per standard page	100
50	Claude Opus 5 (Fast) via OpenRouter	46.0±7.7	65	0	52	67	3.8s	~27.3 pages / $1~$0.0367 per standard page	—
51	Gemini 3.1 Flash Lite via Google	45.6±8.3	65	28	64	86	1.2s	~821 pages / $1~$0.00122 per standard page	0
52	Claude Opus 5 via OpenRouter	45.5±7.7	65	3	52	62	5.0s	~45.2 pages / $1~$0.0221 per standard page	100
53	Gemini 3.1 Flash Lite Preview via Google	45.5±8.2	69	42	64	67	1.1s	~845 pages / $1~$0.00118 per standard page	0
54	Grok Build 0.1 xAI · via OpenRouter	45.1±7.6	77	0	32	71	32.7s	~89.5 pages / $1~$0.0112 per standard page	100
55	Gemini 3.5 Flash Google · via OpenRouter	44.2±8.0	73	22	44	38	5.9s	~59.6 pages / $1~$0.0168 per standard page	—
56	Qwen3.6 35B A3B Qwen · via OpenRouter	43.8±8.1	69	39	0	67	6.4s	~1,170 pages / $1~$0.000852 per standard page	100
57	GPT-4.1 Nano OpenAI · via OpenRouter	43.5±7.9	58	22	28	67	2.3s	~3,040 pages / $1~$0.000329 per standard page	100
58	Nex-N2-Mini Nex AGI · via OpenRouter	43.1±8.0	73	25	8	67	2.3s	~8,640 pages / $1~$0.000116 per standard page	—
59	Gemini 3.1 Flash Image Preview (Gemini 3.1 Flash Image Preview) Google · via OpenRouter	42.8±8.3	73	38	48	52	1.8s	~1,140 pages / $1$0.000878/page · Benchmark reference	33
60	Claude Haiku 4.5 Anthropic · via OpenRouter	42.6±7.9	69	22	32	48	3.4s	~274 pages / $1~$0.00365 per standard page	100
61	o4 Mini via OpenAI	41.7±7.4	73	0	8	86	11.7s	~72.1 pages / $1~$0.0139 per standard page	—
62	Nova 2 Lite Amazon · via OpenRouter	41.6±7.8	69	16	48	33	2.0s	~580 pages / $1~$0.00172 per standard page	100
63	Perceptron Mk1 Perceptron · via OpenRouter	41.1±7.4	62	1	16	86	13.6s	~982 pages / $1~$0.00102 per standard page	100
64	Mistral Large 2512 via Mistral	40.5±8.2	73	25	72	52	4.3s	~376 pages / $1$0.00266/page · Benchmark reference	0
65	Nova Lite 1.0 Amazon · via OpenRouter	40.1±7.4	65	0	52	43	2.2s	~4,260 pages / $1~$0.000235 per standard page	100
66	Qwen3.6 27B Qwen · via OpenRouter	40.0±8.1	69	35	0	76	10.4s	~365 pages / $1~$0.00274 per standard page	67
67	Qwen3.6 Flash Qwen · via OpenRouter	39.0±8.2	73	42	0	81	15.4s	~1,270 pages / $1~$0.000789 per standard page	33
68	Anthropic Claude Haiku Latest via OpenRouter	37.9±7.7	69	19	16	48	—	~231 pages / $1~$0.00433 per standard page	100
69	GPT-5.6 Terra Pro OpenAI · via OpenRouter	37.6±7.5	69	15	0	67	14.2s	~50.7 pages / $1~$0.0197 per standard page	—
70	Sonar Pro Perplexity · via OpenRouter	37.1±7.6	69	17	0	62	3.1s	~91.9 pages / $1~$0.0109 per standard page	100
71	GPT 4o (2024-11-20) via OpenAI	36.3±7.5	77	16	0	52	1.8s	~263 pages / $1$0.003798/page · Benchmark reference	100
72	GPT-5.6 Sol OpenAI · via OpenRouter	36.1±7.1	73	0	0	71	6.4s	~139 pages / $1~$0.00721 per standard page	100
73	GPT 4.1 (2025-04-14) via OpenAI	36.1±7.3	65	6	16	57	1.6s	~333 pages / $1$0.003006/page · Benchmark reference	100
74	Grok 4.6 SpaceXAI · via OpenRouter	36.0±7.8	69	19	0	76	4.0s	~99.4 pages / $1~$0.0101 per standard page	67
75	Azure Document Intelligence v4 via Azure	35.1±7.0	69	0	0	71	1.4s	~93.5 pages / $1$0.0107/page · Benchmark reference	100
76	GPT-5.6 Sol Pro OpenAI · via OpenRouter	33.7±7.6	58	25	0	52	8.6s	~77.3 pages / $1~$0.0129 per standard page	—
77	GPT-5.1-Codex OpenAI · via OpenRouter	33.5±6.9	77	0	0	57	6.0s	~135 pages / $1~$0.0074 per standard page	100
78	Sonar Perplexity · via OpenRouter	32.8±6.8	69	0	0	62	2.5s	~966 pages / $1~$0.00104 per standard page	100
79	Sonar Pro Search Perplexity · via OpenRouter	32.7±7.3	65	13	0	52	4.2s	~203 pages / $1$0.004935/page · Benchmark reference	—
80	GPT 4o Mini (2024-07-18) via OpenAI	32.3±6.8	77	0	0	52	2.2s	~254 pages / $1$0.003933/page · Benchmark reference	100
81	Document AI via Google	32.0±6.8	62	0	0	67	622ms	~100 pages / $1$0.01/page · Benchmark reference	100
82	OpenAI GPT Mini Latest via OpenRouter	31.8±6.8	65	0	0	62	—	~313 pages / $1~$0.00319 per standard page	100
83	GPT-5.4 Image 2 OpenAI · via OpenRouter	31.6±6.8	69	0	0	57	2.5s	~48.2 pages / $1~$0.0207 per standard page	100
84	GPT 4.1 Mini (2025-04-14) via OpenAI	31.1±7.7	69	0	44	71	2.4s	~1,660 pages / $1$0.000602/page · Benchmark reference	0
85	Gemini 3.1 Pro Preview Custom Tools via Google	30.4±6.7	69	0	0	52	27.9s	~18.3 pages / $1~$0.0546 per standard page	—
86	o3 via OpenAI	30.4±6.7	69	0	0	52	5.8s	~54.7 pages / $1~$0.0183 per standard page	100
87	Gemini 2.5 Flash Google · via OpenRouter	30.1±7.0	69	0	0	71	2.1s	~974 pages / $1$0.001027/page · Benchmark reference	67
88	GPT-5.6 Terra OpenAI · via OpenRouter	29.4±6.6	65	0	0	52	2.6s	~118 pages / $1~$0.00851 per standard page	100
89	GPT-5.5 OpenAI · via OpenRouter	29.2±6.6	69	0	0	48	7.6s	~35.6 pages / $1~$0.0281 per standard page	—
90	Inkling Small Thinking Machines · via OpenRouter	28.4±7.5	73	0	48	52	2.5s	~389 pages / $1~$0.00257 per standard page	0
91	Claude 3 Haiku Anthropic · via OpenRouter	27.7±6.4	54	0	0	57	2.7s	~1,100 pages / $1~$0.000912 per standard page	—
92	Gemini 2.5 Pro via Google	25.6±6.3	69	0	0	33	27.0s	~25.1 pages / $1~$0.0398 per standard page	—
93	Nova Pro 1.0 Amazon · via OpenRouter	21.1±5.9	65	0	0	19	2.4s	~320 pages / $1~$0.00313 per standard page	100
94	AWS Textract via AWS	19.5±5.8	73	0	0	5	1.2s	~623 pages / $1$0.001605/page	100
95	docTR via OpenOCR (Local)	12.8±4.8	46	0	0	5	1.1s	500 pages / $1$0.002/page	100
96	UI-TARS 7B ByteDance · via OpenRouter	11.5±6.4	58	10	4	14	3.5s	~4,180 pages / $1~$0.000239 per standard page	33
97	EasyOCR via OpenOCR (Local)	4.8±3.0	19	0	0	0	1.8s	500 pages / $1$0.002/page	100

Methodology

Best in class

Leaderboard

Awaiting measurement (23)

Aliases (7)

Methodology

Best in class

Leaderboard

Awaiting measurement (23)

Aliases (7)

Methodology