Structured extraction models, tools and agents
129 in the catalogue today. Every one with what it costs, who sells it and where it stands. 129 in all, a hundred to a page; this is page 1 of 2.
Tools that pull structure out of unstructured input — fields from an invoice, a schema from a page, a table from a report. Some are models, some are services with a model inside. Judge them on what they do when the input is malformed, because that is the whole job; anything can parse a clean file.
- AlphaEvolveGoogle
- AnswersBrave Search API$5→$5per Mtok in / out1 selling
- AutoGLM-Phone-9B-MultilingualZ.ai$0.035→$0.14per Mtok in / out3 selling
- AutosuggestBrave Search API$0.0005per call1 selling
- Beam 1.0 501B A23BReflection74th of 169· 3 boards$0.25→$1per Mtok in / out4 selling
- BiomedCLIP-PubMedBERT_256-vit_base_patch16_224Microsoft
- Chunkr ExtractChunkr$0.008–$0.015per page, scale lane1 selling
- Chunkr ParseChunkr$0.008–$0.015per page, scale lane1 selling
- ClassifyLlamaIndex$0.0013per page1 selling
- Claude 3 HaikuAnthropic56th of 217· 13 boards$0.21→$1.1per Mtok in / out2 selling
- Codestral EmbedMistral AI$0.15per Mtok in3 selling
- ContentsExa$0.001per page1 selling
- Contextual ParseContextual AI$0.003–$0.04per page1 selling
- DPT-2LandingAI$0.03per page1 selling
- DPT-3 FastLandingAI$0.0015–$0.003per page1 selling
- DPT-3 ProLandingAI$0.005–$0.01per page1 selling
- Data extractionWriter$0.00015per page1 selling
- Deep ExtractReducto$0.04per page1 selling
- Deep SearchExa
- DeepScaleR-1.5B-PreviewAgentica$0.04→$0.08per Mtok in / out1 selling
- DeepSeek V3.2 ThinkingDeepSeek126th of 414· 2 boards$0.62→$1.85per Mtok in / out1 selling
- DeepSeek V4 ProDeepSeek40th of 326· 26 boards$1.32→$3.96per Mtok in / out23 selling
- DeepSeek v3.2DeepSeek28th of 111· 28 boards$0.23→$0.33per Mtok in / out20 selling
- DeepSeek-V3.2-TEEDeepSeek$1→$1per Mtok in / out1 selling
- Document AIMistral AI$0.005per page1 selling
- Document ClassifyUpstage$0.004per page1 selling
- Document ParseUpstage$0.01–$0.03per page1 selling
- DolphinByteDance
- ERNIE-5.0Baidu$0.89→$3.56per Mtok in / out1 selling
- Exa SearchExa
- Extract
- Extract-1
- Firecrawl ExtractFirecrawl1 selling
- GLM-OCRZ.ai
- GPT-5 ProOpenAI20th of 154· 15 boards$15→$120per Mtok in / out6 selling
- GPT-5.1OpenAI2nd of 54· 43 boards$1.25→$10per Mtok in / out8 selling
- GPT-5.4 ProOpenAI7th of 326· 18 boards$30→$180per Mtok in / out9 selling
- GPT-5.4 nanoOpenAI2nd of 111· 28 boards$0.2→$1.25per Mtok in / out11 selling
- Gemini 2.5 Flash-Lite PreviewGoogle187th of 414· 3 boards$0.1→$0.4per Mtok in / out1 selling
- Gemini 3.1 Flash-LiteGoogle109th of 414· 28 boards$0.25→$1.5per Mtok in / out10 selling
- Gemma-3-R1984-12BVIDraft$0.2→$0.6per Mtok in / out1 selling
- Gemma-3-R1984-4BVIDraft$0.2→$0.4per Mtok in / out1 selling
- Grounding with Google Maps (Gemini 3 models)Google
- Grounding with your dataGoogle
- Hive Vision Language ModelHive$0.5→$2.5per Mtok in / out1 selling
- Infinity-Parser2-Flashinftech.ai$0.32→$1.6per Mtok in / out1 selling
- Infinity-Parser2-Proinftech.ai
- Information ExtractUpstage$0.04–$0.06per page1 selling
- Invoices OCR APIVeryfi$0.16per call, starter lane1 selling
- K2-Horizon-MoVA-36B-A4BInstitute of Foundation Models$1→$4per Mtok in / out1 selling
- LFM2.5 2.6BLiquid AI158th of 163$0.35→$0.5per Mtok in / out1 selling
- LFM2.5-VL-1.6B-ExtractLiquid AI
- LFM2.5-VL-450M-ExtractLiquid AI
- LFM3-Omni-2BLiquid AI
- Llama Guard 3 11B VisionMeta$0.35→$0.35per Mtok in / out2 selling
- Llama-3-RefueledRefuel AI$0.37→$0.38per Mtok in / out1 selling
- LlamaExtractLlamaIndex$0.044–$0.075per page, turbo lane1 selling
- LlamaIndex SplitLlamaIndex$0.005per page1 selling
- LlamaParseLlamaIndex$0.013–$0.056per page, agentic lane1 selling
- MinerU2.5-Pro-2604-1.2BOpenDataLab
- Ming-flash-omni-PreviewInclusionAI
- MiniCPM-SALAOpenBMB
- Mistral Large 3Mistral AI172nd of 235· 6 boards$0.5→$1.5per Mtok in / out8 selling
- Mistral OCR (25.05)Mistral AI
- Muse Spark OpenMeta12th of 157· 10 boards$1.25→$4.25per Mtok in / out9 selling
- NVIDIA-Nemotron-Parse-2.0NVIDIA
- NVIDIA-Nemotron-Parse-v1.1NVIDIA
- NVIDIA-Nemotron-Parse-v1.2NVIDIA
- Nanonets-OCR-sNanonets
- Nanonets-OCR2-1.5B-expNanonets
- Nanonets-OCR2-3BNanonets
- Nemotron-3.5-ParseNVIDIA
- Nomic ParseNomic AI$0.012per page1 selling
- NuExtractNuMind$0.4→$0.8per Mtok in / out1 selling
- NuExtract-1.5NuMind
- NuExtract-2.0-2BNuMind
- NuExtract-2.0-8BNuMind
- NuExtract3NuMind
- OCR 4.1Mistral AI$0.004per page1 selling
- OCR APIMindee$0.05per page1 selling
- OCR ModerationHive$0.002per image1 selling
- OmniParserMicrosoft
- OpenJevTheodore Lee
- PDF parserWriter$0.055per page1 selling
- ParseReducto$0.01–$0.02per page1 selling
- Perceptron Mk1.5Perceptron$0.15→$1.5per Mtok in / out2 selling
- Qianfan-OCRBaidu$0.067→$0.27per Mtok in / out1 selling
- Qwen 3.5 PlusAlibaba92nd of 306· 14 boards$0.4→$2.4per Mtok in / out3 selling
- Qwen-2.5-1B-RLCDharshatheg
- Qwen3 Max ThinkingAlibaba$1.2→$6per Mtok in / out2 selling
- Qwen3 Next 80B A3B ThinkingAlibaba52nd of 111$0.15→$1.2per Mtok in / out6 selling
- Qwen3.5 9BAlibaba138th of 326· 9 boards$0.1→$0.15per Mtok in / out9 selling
- Qwen3.5 Plus 2026-02-15Alibaba97th of 169· 9 boards$0.26→$1.56per Mtok in / out2 selling
- Qwen3.5-0.8BAlibaba254th of 260$0.01→$0.05per Mtok in / out1 selling
- Qwen3.5-35B-A3B-BaseAlibaba$0.54→$1.33per Mtok in / out, training lane1 selling
- Qwen3.5-397B-A17B-TEEAlibaba$0.45→$3per Mtok in / out1 selling
- Qwen3.5-FlashAlibaba105th of 306· 16 boards$0.065→$0.26per Mtok in / out4 selling
- Qwen3.6 27BAlibaba76th of 306· 11 boards$0.3→$2.5per Mtok in / out14 selling
- Reducto ExtractReducto$0.02per page1 selling
- Replit AgentReplit