Structured extraction models, tools and agents
100 in the catalogue today. Every one with what it costs, who sells it and where it stands.
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$0.25→$1per Mtok in / out3 selling
- AutosuggestBrave Search API$0.0005per call1 selling
- BiomedCLIP-PubMedBERT_256-vit_base_patch16_224Microsoft
- Chunkr ExtractChunkr$0.01–$0.015per page, growth lane1 selling
- Chunkr ParseChunkr$0.01–$0.015per page, growth lane1 selling
- ClassifyLlamaIndex$0.0013per page1 selling
- Claude 3 HaikuAnthropic56th of 217· 15 boards$0.21→$1.1per Mtok in / out5 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
- DeepSeek V3.2 ExpDeepSeek1st of 16· 18 boards$0.21→$0.32per Mtok in / out8 selling
- DeepSeek V3.2 ThinkingDeepSeek115th of 402· 2 boards$0.28→$0.42per Mtok in / out2 selling
- DeepSeek V4 ProDeepSeek26th of 290· 29 boards$1.32→$3.96per Mtok in / out21 selling
- DeepSeek v3.2DeepSeek1st of 47· 34 boards$0.21→$0.31per Mtok in / out19 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$0.007per call1 selling
- Firecrawl ExtractFirecrawl1 selling
- GLM-OCRZ.ai$0.03→$0.03per Mtok in / out1 selling
- GPT-5 ProOpenAI7th of 46· 15 boards$15→$120per Mtok in / out6 selling
- GPT-5.4 ProOpenAI4th of 313· 19 boards$30→$180per Mtok in / out8 selling
- GPT-5.4 nanoOpenAI2nd of 105· 30 boards$0.2→$1.25per Mtok in / out11 selling
- Gemini 2.5 Flash-Lite PreviewGoogle174th of 402· 3 boards$0.1→$0.4per Mtok in / out1 selling
- Gemini 3.1 Flash-LiteGoogle98th of 402· 31 boards$0.25→$1.5per Mtok in / out9 selling
- Gemma-3-R1984-12BVIDraft
- Grounding with Google Maps (Gemini 3 models)Google
- Grounding with your dataGoogle
- Hive Vision Language ModelHive$0.5→$2.5per Mtok in / out1 selling
- Information ExtractUpstage$0.04–$0.06per page1 selling
- Invoices OCR APIVeryfi$0.16per call, starter lane1 selling
- K2-Horizon-MoVA-36B-A4BInstitute of Foundation Models90th of 302
- Llama Guard 3 11B VisionMeta$0.35→$0.35per Mtok in / out2 selling
- Llama-3-RefueledRefuel AI
- LlamaExtractLlamaIndex$0.075per page, agentic-plus lane1 selling
- LlamaIndex SplitLlamaIndex$0.005per page1 selling
- LlamaParseLlamaIndex$0.0037–$0.056per page, cost-effective lane1 selling
- LongCat 2.0Meituan LongCat122nd of 302· 3 boards$0.75→$2.95per Mtok in / out3 selling
- MinerU2.5-Pro-2604-1.2BOpenDataLab
- MiniCPM-SALAOpenBMB
- Mistral Large 3Mistral AI98th of 161· 7 boards$0.5→$1.5per Mtok in / out8 selling
- Mistral OCR (25.05)Mistral AI
- NVIDIA-Nemotron-Parse-v1.1NVIDIA
- Nanonets-OCR-sNanonets
- Nanonets-OCR2-3BNanonets
- Nomic ParseNomic AI$0.012per page1 selling
- NuExtractNuMind
- NuExtract-1.5NuMind
- NuExtract3NuMind
- OCR 4.1Mistral AI$0.004per page1 selling
- OCR APIMindee$0.05per page1 selling
- OCR ModerationHive$0.002per image1 selling
- OmniParserMicrosoft
- PDF parserWriter$0.055per page1 selling
- ParseReducto$0.01–$0.02per page1 selling
- Qianfan-OCRBaidu$0.067→$0.27per Mtok in / out1 selling
- Qwen 3.5 PlusAlibaba76th of 290· 16 boards$0.4→$2.5per Mtok in / out3 selling
- Qwen3 Max ThinkingAlibaba$0.78→$3.9per Mtok in / out5 selling
- Qwen3.5 9BAlibaba125th of 313· 12 boards$0.08→$0.13per Mtok in / out8 selling
- Qwen3.5 Plus 2026-02-15Alibaba82nd of 162· 9 boards$0.26→$1.56per Mtok in / out2 selling
- Qwen3.5-0.8BAlibaba261st of 302$0.01→$0.05per Mtok in / out1 selling
- Qwen3.5-122B-A10BAlibaba21st of 262· 11 boards$0.22→$2.2per Mtok in / out8 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-FlashAlibaba89th of 290· 17 boards$0.065→$0.26per Mtok in / out3 selling
- Qwen3.6 27BAlibaba60th of 290· 14 boards$0.3→$2.5per Mtok in / out12 selling
- Reducto ExtractReducto$0.02per page1 selling
- Replit AgentReplit
- Search APIPerplexity$0.005per call1 selling
- SpellcheckBrave Search API$0.0005per call1 selling
- Step 3.7 FlashStepFun123rd of 302· 14 boards$0.2→$1.2per Mtok in / out9 selling
- Support resolverFin by Intercom$0.99per result1 selling
- Tavily ExtractTavily1 selling
- TildeOpen-30bTildeAI
- Trinity Large ThinkingArcee AI183rd of 302· 15 boards$0.25→$0.8per Mtok in / out4 selling
- Trinity-Large-PreviewArcee AI
- Vision Q&A and taggingReka$2per Mtok out1 selling
- W-2 & W-9 OCR APIVeryfi$0.16per call, starter lane1 selling
- Web AccessWriter$0.12per page1 selling
- Web Scraper APIOxylabs
- WorkflowNanonets$0.3per call, complex-ai lane1 selling
- deepsearch-v1Jina AI$0.05per Mtok in1 selling
- dots.ocrdots studio
- liftDatalab
- needle2Cactus Compute
- o3-proOpenAI3rd of 72· 15 boards$20→$80per Mtok in / out7 selling
- qwen3.8Alibaba30th of 46$2→$6per Mtok in / out, deepinfra lane1 selling
- stepaudio-2.5-chatStepFun$1.48→$3.71per Mtok in / out1 selling
- watsonx.ai text extractionIBM watsonx.ai$0.04per page, essentials lane1 selling