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HomeAI Cost per TaskExtract data from 1,000 invoices

Data

What it costs to extract data from 1,000 invoices

One OCR'd invoice in; structured JSON out. Priced per document and per thousand.

Pricing verified: August 2026

The short answer

Between $0.0000 and $0.013 per run, depending on the model. That is a 409× spread for the same job.

Cheapest that fits
Mistral: Mistral Nemo
$0.0000
$0.033 at 1,000 invoices a month
Best value
Llama 4 Scout
$0.0002
$0.210 at 1,000 invoices a month
Highest quality
Claude Fable 5
$0.013
$13.50 at 1,000 invoices a month

How this is calculated

A single-page OCR'd invoice with line items ≈ 1,200 input tokens. A structured JSON record of the fields ≈ 300 output tokens.

1,200 input tokens300 output tokens2k tokens context needed

Cost = (input tokens ÷ 1M × input price) + (output tokens ÷ 1M × output price). Prices come from our daily-verified model data. Batch and cached-input discounts are not applied — they only ever make these numbers smaller.

Every model, cheapest first

ModelProviderPer runAt 1,000 invoices a monthContext
Mistral: Mistral NemoMistral$0.0000$0.033131k tokens
Google: Gemma 2 9BGoogle$0.0001$0.0638k tokens
Meta: Llama 3.1 8B InstructMeta$0.0001$0.08416k tokens
OpenAI: GPT-5 NanoOpenAI$0.0001$0.090400k tokens
Meta: Llama 3.2 1B InstructMeta$0.0001$0.09260k tokens
OpenAI: GPT-4.1 NanoOpenAI$0.0001$0.1201.0M tokens
Mistral: Ministral 3 3B 2512Mistral$0.0001$0.150131k tokens
Mistral: Mistral Small 3.2 24BMistral$0.0001$0.150128k tokens
GPT-4oOpenAI$0.0002$0.180128k tokens
Google: Gemini 2.0 Flash LiteGoogle$0.0002$0.1801.0M tokens
OpenAI: gpt-oss-safeguard-20bOpenAI$0.0002$0.180131k tokens
Mistral: Mistral 7B Instruct v0.1Mistral$0.0002$0.1893k tokens
Llama 4 ScoutMeta$0.0002$0.210512k tokens
Mistral: Devstral Small 1.1Mistral$0.0002$0.210131k tokens
Mistral: Mistral Small CreativeMistral$0.0002$0.21033k tokens
Mistral: Voxtral Small 24B 2507Mistral$0.0002$0.21032k tokens
Meta: Llama 3 8B InstructMeta$0.0002$0.2108k tokens
Mistral: Ministral 3 8B 2512Mistral$0.0002$0.225262k tokens
Google: Gemini 2.0 FlashGoogle$0.0002$0.2401.0M tokens
Google: Gemini 2.5 Flash LiteGoogle$0.0002$0.2401.0M tokens
Google: Gemini 2.5 Flash Lite Preview 09-2025Google$0.0002$0.2401.0M tokens
DeepSeek V4-FlashDeepSeek$0.0003$0.2521M tokens
Meta: Llama Guard 4 12BMeta$0.0003$0.270164k tokens
Gemma 4 26B A4BGoogle$0.0003$0.276262k tokens
Gemma 4 31BGoogle$0.0003$0.288262k tokens
Mistral: Ministral 3 14B 2512Mistral$0.0003$0.300262k tokens
GPT-5.6 LunaOpenAI$0.0003$0.3001.1M tokens
GPT-4o MiniOpenAI$0.0004$0.360128k tokens
Mistral: Mistral Small 4Mistral$0.0004$0.360262k tokens
Mistral: SabaMistral$0.0004$0.42033k tokens
Llama 4 MaverickMeta$0.0005$0.480256k tokens
OpenAI: GPT-4.1 MiniOpenAI$0.0005$0.4801.0M tokens
xAI: Grok 3 MinixAI$0.0005$0.510131k tokens
xAI: Grok 3 Mini BetaxAI$0.0005$0.510131k tokens
Meta: Llama 3.2 11B Vision InstructMeta$0.0005$0.517131k tokens
OpenAI: GPT-3.5 TurboOpenAI$0.0005$0.52516k tokens
Google: Gemini 2.5 FlashGoogle$0.0006$0.5551.0M tokens
Llama Guard 3 8BMeta$0.0006$0.585131k tokens
Mistral Small 3.1Mistral$0.0006$0.588128k tokens
Mistral: Mistral Small 3Mistral$0.0006$0.58833k tokens
Meta: Llama 3.1 70B InstructMeta$0.0006$0.600131k tokens
Mistral: Codestral 2508Mistral$0.0006$0.630256k tokens
DeepSeek V3DeepSeek$0.0007$0.654128k tokens
Anthropic: Claude 3 HaikuAnthropic$0.0007$0.675200k tokens
xAI: Grok Code Fast 1xAI$0.0007$0.690256k tokens
Google: Gemini 3 Flash PreviewGoogle$0.0008$0.7501.0M tokens
DeepSeek V4-ProDeepSeek$0.0008$0.7831M tokens
Mistral: Mixtral 8x7B InstructMistral$0.0008$0.81033k tokens
Meta: Llama 3 70B InstructMeta$0.0008$0.8348k tokens
OpenAI: GPT-5 MiniOpenAI$0.0009$0.900400k tokens
OpenAI: GPT-5.1-Codex-MiniOpenAI$0.0009$0.900400k tokens
Google: Gemma 2 27BGoogle$0.0010$0.9758k tokens
Gemini 3.6 FlashGoogle$0.0010$1.011.0M tokens
Mistral: Mistral Large 3 2512Mistral$0.0010$1.05262k tokens
Mistral: Devstral 2 2512Mistral$0.0011$1.08262k tokens
Mistral: Devstral MediumMistral$0.0011$1.08131k tokens
Mistral: Mistral Medium 3Mistral$0.0011$1.08131k tokens
Mistral: Mistral Medium 3.1Mistral$0.0011$1.08131k tokens
Gemini 3.5 Flash-LiteGoogle$0.0011$1.111.0M tokens
Google: Nano Banana (Gemini 2.5 Flash Image)Google$0.0011$1.1133k tokens
DeepSeek R1DeepSeek$0.0013$1.32128k tokens
OpenAI: o3 MiniOpenAI$0.0013$1.32200k tokens
OpenAI: o3 Mini HighOpenAI$0.0013$1.32200k tokens
OpenAI: o4 MiniOpenAI$0.0013$1.32200k tokens
OpenAI: o4 Mini HighOpenAI$0.0013$1.32200k tokens
Anthropic: Claude Haiku 4.5Anthropic$0.0013$1.35200k tokens
OpenAI: GPT Audio MiniOpenAI$0.0014$1.44128k tokens
Gemini 3.1 FlashGoogle$0.0015$1.501M tokens
OpenAI: GPT-3.5 Turbo (older v0613)OpenAI$0.0018$1.804k tokens
Codestral 25.01Mistral$0.0019$1.89256k tokens
Anthropic: Claude 3.5 HaikuAnthropic$0.0022$2.16200k tokens
Claude 4 HaikuAnthropic$0.0022$2.16200k tokens
Gemini 3.5 FlashGoogle$0.0022$2.251.0M tokens
Google: Gemini 2.5 ProGoogle$0.0022$2.251.0M tokens
OpenAI: GPT-5 CodexOpenAI$0.0022$2.25400k tokens
Kimi K2.7 CodeMoonshot$0.0023$2.34256k tokens
OpenAI: GPT-3.5 Turbo InstructOpenAI$0.0024$2.404k tokens
OpenAI: GPT-4.1OpenAI$0.0024$2.401.0M tokens
OpenAI: o3OpenAI$0.0024$2.40200k tokens
Claude Sonnet 5Anthropic$0.0027$2.701M tokens
GPT-5.6 SolOpenAI$0.0027$2.701.1M tokens
Muse SparkMeta$0.0028$2.771.0M tokens
GPT-5.2 MiniOpenAI$0.0029$2.88128k tokens
GLM-5.2Z.ai$0.0030$3.001M tokens
GPT-5.6 TerraOpenAI$0.0030$3.001.1M tokens
OpenAI: GPT-5OpenAI$0.0030$3.00400k tokens
OpenAI: GPT-5 Image MiniOpenAI$0.0036$3.60400k tokens
Anthropic: Claude Sonnet 4.5Anthropic$0.0040$4.051M tokens
Claude Sonnet 4.6Anthropic$0.0040$4.051M tokens
Mistral Medium 3.5Mistral$0.0040$4.05256k tokens
Grok 4xAI$0.0042$4.202M tokens
Grok 4.5xAI$0.0042$4.20500k tokens
Mistral Large 2Mistral$0.0042$4.20128k tokens
Mistral: Mixtral 8x22B InstructMistral$0.0042$4.2066k tokens
Mistral: Pixtral Large 2411Mistral$0.0042$4.20131k tokens
Qwen 3.8 MaxAlibaba$0.0042$4.201M tokens
Google: Gemini 2.5 Pro Preview 05-06Google$0.0045$4.501.0M tokens
Google: Gemini 2.5 Pro Preview 06-05Google$0.0045$4.501.0M tokens
OpenAI: GPT-5 ChatOpenAI$0.0045$4.50128k tokens
OpenAI: GPT-5.1OpenAI$0.0045$4.50400k tokens
OpenAI: GPT-5.1 ChatOpenAI$0.0045$4.50128k tokens
OpenAI: GPT-5.1-CodexOpenAI$0.0045$4.50400k tokens
OpenAI: GPT-5.1-Codex-MaxOpenAI$0.0045$4.50400k tokens
OpenAI: GPT-3.5 Turbo 16kOpenAI$0.0048$4.8016k tokens
OpenAI: o4 Mini Deep ResearchOpenAI$0.0048$4.80200k tokens
Qwen 3.7 MaxAlibaba$0.0052$5.251M tokens
OpenAI: GPT AudioOpenAI$0.0060$6.00128k tokens
Gemini 3.1 ProGoogle$0.0060$6.002M tokens
Google: Nano Banana Pro (Gemini 3 Pro Image Preview)Google$0.0060$6.0066k tokens
OpenAI: GPT-5.3 ChatOpenAI$0.0063$6.30128k tokens
OpenAI: GPT-5.3-CodexOpenAI$0.0063$6.30400k tokens
Claude Opus 5Anthropic$0.0067$6.751M tokens
GPT-5.4OpenAI$0.0075$7.50272k tokens
Anthropic: Claude 3.7 Sonnet (thinking)Anthropic$0.0081$8.10200k tokens
Anthropic: Claude Sonnet 4Anthropic$0.0081$8.10200k tokens
Kimi K3Moonshot$0.0081$8.101M tokens
xAI: Grok 3xAI$0.0081$8.10131k tokens
xAI: Grok 3 BetaxAI$0.0081$8.10131k tokens
OpenAI: GPT-4 TurboOpenAI$0.010$10.50128k tokens
Anthropic: Claude Opus 4.5Anthropic$0.013$13.50200k tokens
Claude Fable 5Anthropic$0.013$13.501M tokens
Claude Opus 4.7Anthropic$0.013$13.501M tokens
Claude Opus 4.8Anthropic$0.013$13.501M tokens
OpenAI: GPT-5 ImageOpenAI$0.015$15.00400k tokens
GPT-5.5OpenAI$0.015$15.001M tokens
Anthropic: Claude 3.5 SonnetAnthropic$0.016$16.20200k tokens
OpenAI: o1OpenAI$0.018$18.00200k tokens
OpenAI: GPT-4 Turbo (older v1106)OpenAI$0.021$21.00128k tokens
OpenAI: GPT-4 Turbo PreviewOpenAI$0.021$21.00128k tokens
OpenAI: o3 Deep ResearchOpenAI$0.024$24.00200k tokens
OpenAI: o3 ProOpenAI$0.024$24.00200k tokens
GPT-5.2OpenAI$0.026$25.80200k tokens
Claude Mythos 5Anthropic$0.027$27.001M tokens
OpenAI: GPT-5 ProOpenAI$0.027$27.00400k tokens
Anthropic: Claude Opus 4Anthropic$0.040$40.50200k tokens
Anthropic: Claude Opus 4.1Anthropic$0.040$40.50200k tokens
Claude Opus 4.6Anthropic$0.040$40.501M tokens
OpenAI: GPT-4OpenAI$0.054$54.008k tokens
OpenAI: GPT-4 (older v0314)OpenAI$0.054$54.008k tokens
OpenAI: o1-proOpenAI$0.180$180200k tokens

“Needs chunking” means the model's context window can't hold this job in a single pass, so the real cost is higher than the figure shown and quality usually suffers.

Should you just pick the cheapest?

Extraction is graded pass/fail on every field, so a model that is right 95% of the time still hands you 50 bad records per thousand. Price the human review time alongside the token cost — it usually dwarfs it, and a better model is the cheaper way to reduce it.

Price your own token counts →best ai for document analysis →best ai for data analysis →best cheap api →ai api cost calculator →

Frequently asked

How much does it cost to extract data from invoices with AI?

$0.0000 on Mistral: Mistral Nemo, the cheapest capable option, rising to $0.013 on Claude Fable 5 at the top end. Llama 4 Scout is the value pick at $0.0002 per run. The job is priced at 1,200 input and 300 output tokens — see the working below.

How did you work out the token count for this task?

A single-page OCR'd invoice with line items ≈ 1,200 input tokens. A structured JSON record of the fields ≈ 300 output tokens.

What does this cost at 1,000 invoices a month?

$0.033 a month on Mistral: Mistral Nemo, $0.210 on Llama 4 Scout, and $13.50 on Claude Fable 5. Batch APIs typically halve these figures for work that can wait, and prompt caching cuts the input side further when the same context is reused.

Is the cheapest model the right choice for this task?

Extraction is graded pass/fail on every field, so a model that is right 95% of the time still hands you 50 bad records per thousand. Price the human review time alongside the token cost — it usually dwarfs it, and a better model is the cheaper way to reduce it.

Are these prices current?

Yes. Every figure on this page is computed from our model pricing data, which is checked daily against each provider's official pricing page. When a provider changes a price, these numbers change with it.

What other AI tasks cost

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Translate a 50-page document
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Write a 1,500-word blog post
Writing
Write a tailored cover letter
Writing
Write 1,000 product descriptions

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