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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: September 2026

The short answer

Between $0.0001 and $0.027 per run, depending on the model. That is a 429× spread for the same job.

Cheapest that fits
Gemma 2 9B
$0.0001
$0.063 at 1,000 invoices a month
Best value
DeepSeek V4-Flash
$0.0003
$0.252 at 1,000 invoices a month
Highest quality
Claude Fable 5
$0.027
$27.00 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
Gemma 2 9BGoogle$0.0001$0.0638k tokens
Llama 3.1 8B InstructMeta$0.0001$0.08416k tokens
Llama 3.2 1B InstructMeta$0.0001$0.09260k tokens
gpt-oss-safeguard-20bOpenAI$0.0001$0.144131k tokens
Ministral 3 3B 2512Mistral$0.0001$0.150131k tokens
Mistral Small 3.2 24BMistral$0.0001$0.150128k tokens
GPT-5 NanoOpenAI$0.0002$0.180400k tokens
Gemini 2.0 Flash LiteGoogle$0.0002$0.1801.0M tokens
Mistral 7B Instruct v0.1Mistral$0.0002$0.1893k tokens
Devstral Small 1.1Mistral$0.0002$0.210131k tokens
Mistral Small CreativeMistral$0.0002$0.21033k tokens
Voxtral Small 24B 2507Mistral$0.0002$0.21032k tokens
Llama 3 8B InstructMeta$0.0002$0.2108k tokens
Mistral Small 3.1Mistral$0.0002$0.210128k tokens
Ministral 3 8B 2512Mistral$0.0002$0.225262k tokens
Mistral NemoMistral$0.0002$0.225131k tokens
Gemini 2.0 FlashGoogle$0.0002$0.2401.0M tokens
Gemini 2.5 Flash LiteGoogle$0.0002$0.2401.0M tokens
Gemini 2.5 Flash Lite Preview 09-2025Google$0.0002$0.2401.0M tokens
GPT-4.1 NanoOpenAI$0.0002$0.2401.0M tokens
DeepSeek V4-FlashDeepSeek$0.0003$0.2521M tokens
Llama Guard 4 12BMeta$0.0003$0.270164k tokens
Gemma 4 26B A4BGoogle$0.0003$0.276262k tokens
Ministral 3 14B 2512Mistral$0.0003$0.300262k tokens
GLM-5.3 FlashZ.ai$0.0003$0.3301M tokens
Qwen 3.8 FlashAlibaba$0.0003$0.333991k tokens
GPT-4o MiniOpenAI$0.0004$0.360128k tokens
Mistral Small 4Mistral$0.0004$0.360262k tokens
SabaMistral$0.0004$0.42033k tokens
Grok 3 MinixAI$0.0005$0.510131k tokens
Grok 3 Mini BetaxAI$0.0005$0.510131k tokens
Llama 3.2 11B Vision InstructMeta$0.0005$0.517131k tokens
Llama Guard 3 8BMeta$0.0006$0.585131k tokens
Mistral Small 3Mistral$0.0006$0.58833k tokens
Llama 3.1 70B InstructMeta$0.0006$0.600131k tokens
GPT-5.6 LunaOpenAI$0.0006$0.6001.1M tokens
Codestral 2508Mistral$0.0006$0.630256k tokens
DeepSeek V3DeepSeek$0.0007$0.654128k tokens
Claude 3 HaikuAnthropic$0.0007$0.675200k tokens
Grok Code Fast 1xAI$0.0007$0.690256k tokens
Gemini 3 Flash PreviewGoogle$0.0008$0.7501.0M tokens
Gemma 4 31BGoogle$0.0008$0.759262k tokens
DeepSeek V4-ProDeepSeek$0.0008$0.7831M tokens
Mixtral 8x7B InstructMistral$0.0008$0.81033k tokens
Llama 3 70B InstructMeta$0.0008$0.8348k tokens
Muse Glimmer 30BMeta$0.0009$0.870131k tokens
GPT-5 MiniOpenAI$0.0009$0.900400k tokens
GPT-5.1-Codex-MiniOpenAI$0.0009$0.900400k tokens
GPT-4.1 MiniOpenAI$0.0010$0.9601.0M tokens
Llama 4 ScoutMeta$0.0010$0.960512k tokens
Gemma 2 27BGoogle$0.0010$0.9758k tokens
GPT-3.5 TurboOpenAI$0.0010$1.0516k tokens
Mistral Large 3 2512Mistral$0.0010$1.05262k tokens
Devstral 2 2512Mistral$0.0011$1.08262k tokens
Devstral MediumMistral$0.0011$1.08131k tokens
Mistral Medium 3Mistral$0.0011$1.08131k tokens
Mistral Medium 3.1Mistral$0.0011$1.08131k tokens
Gemini 2.5 FlashGoogle$0.0011$1.111.0M tokens
Gemini 3.5 Flash-LiteGoogle$0.0011$1.111.0M tokens
Nano Banana (Gemini 2.5 Flash Image)Google$0.0011$1.1133k tokens
Llama 4 MaverickMeta$0.0012$1.20256k tokens
DeepSeek R1DeepSeek$0.0013$1.32128k tokens
GPT Audio MiniOpenAI$0.0014$1.44128k tokens
Gemini 3.1 FlashGoogle$0.0015$1.501M tokens
GPT-3.5 Turbo (older v0613)OpenAI$0.0018$1.804k tokens
Codestral 25.01Mistral$0.0019$1.89256k tokens
Gemini 3.6 FlashGoogle$0.0020$2.021.0M tokens
Gemini 3.7 FlashGoogle$0.0020$2.021.0M tokens
Claude 3.5 HaikuAnthropic$0.0022$2.16200k tokens
Claude 4 HaikuAnthropic$0.0022$2.16200k tokens
Kimi K2.7 CodeMoonshot$0.0023$2.34256k tokens
GPT-3.5 Turbo InstructOpenAI$0.0024$2.404k tokens
o3 MiniOpenAI$0.0026$2.64200k tokens
o3 Mini HighOpenAI$0.0026$2.64200k tokens
o4 MiniOpenAI$0.0026$2.64200k tokens
o4 Mini HighOpenAI$0.0026$2.64200k tokens
Claude Haiku 4.5Anthropic$0.0027$2.70200k 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
GLM-5.3Z.ai$0.0030$3.001M tokens
GPT-5 Image MiniOpenAI$0.0036$3.60400k 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
Grok 4.6xAI$0.0042$4.20500k tokens
Mixtral 8x22B InstructMistral$0.0042$4.2066k tokens
Pixtral Large 2411Mistral$0.0042$4.20131k tokens
Qwen 3.8 MaxAlibaba$0.0042$4.201M tokens
GPT-5OpenAI$0.0045$4.50400k tokens
GPT-5 ChatOpenAI$0.0045$4.50128k tokens
GPT-5 CodexOpenAI$0.0045$4.50400k tokens
GPT-5.1OpenAI$0.0045$4.50400k tokens
GPT-5.1 ChatOpenAI$0.0045$4.50128k tokens
GPT-5.1-CodexOpenAI$0.0045$4.50400k tokens
GPT-5.1-Codex-MaxOpenAI$0.0045$4.50400k tokens
Gemini 2.5 ProGoogle$0.0045$4.501.0M tokens
Gemini 2.5 Pro Preview 05-06Google$0.0045$4.501.0M tokens
Gemini 2.5 Pro Preview 06-05Google$0.0045$4.501.0M tokens
Gemini 3.5 FlashGoogle$0.0045$4.501.0M tokens
GPT-3.5 Turbo 16kOpenAI$0.0048$4.8016k tokens
GPT-4.1OpenAI$0.0048$4.801.0M tokens
o3OpenAI$0.0048$4.80200k tokens
o4 Mini Deep ResearchOpenAI$0.0048$4.80200k tokens
Qwen 3.7 MaxAlibaba$0.0052$5.251M tokens
Claude Sonnet 5Anthropic$0.0054$5.401M tokens
GPT-5.6 SolOpenAI$0.0054$5.401.1M tokens
GPT AudioOpenAI$0.0060$6.00128k tokens
GPT-4oOpenAI$0.0060$6.00128k tokens
GPT-5.6 TerraOpenAI$0.0060$6.001.1M tokens
Gemini 3.1 ProGoogle$0.0060$6.002M tokens
Nano Banana Pro (Gemini 3 Pro Image Preview)Google$0.0060$6.0066k tokens
GPT-5.2OpenAI$0.0063$6.30200k tokens
GPT-5.3 ChatOpenAI$0.0063$6.30128k tokens
GPT-5.3-CodexOpenAI$0.0063$6.30400k tokens
Mistral Large 2Mistral$0.0063$6.30128k tokens
GPT-5.4OpenAI$0.0075$7.50272k tokens
Claude 3.7 Sonnet (thinking)Anthropic$0.0081$8.10200k tokens
Claude Sonnet 4Anthropic$0.0081$8.10200k tokens
Claude Sonnet 4.5Anthropic$0.0081$8.101M tokens
Claude Sonnet 4.6Anthropic$0.0081$8.101M tokens
Grok 3xAI$0.0081$8.10131k tokens
Grok 3 BetaxAI$0.0081$8.10131k tokens
Kimi K3Moonshot$0.0081$8.101M tokens
Claude Opus 4.5Anthropic$0.013$13.50200k tokens
Claude Opus 4.6Anthropic$0.013$13.501M tokens
Claude Opus 4.7Anthropic$0.013$13.501M tokens
Claude Opus 4.8Anthropic$0.013$13.501M tokens
Claude Opus 5Anthropic$0.013$13.501M tokens
GPT-5 ImageOpenAI$0.015$15.00400k tokens
GPT-5.5OpenAI$0.015$15.001M tokens
Claude 3.5 SonnetAnthropic$0.016$16.20200k tokens
GPT-4 TurboOpenAI$0.021$21.00128k tokens
GPT-4 Turbo (older v1106)OpenAI$0.021$21.00128k tokens
GPT-4 Turbo PreviewOpenAI$0.021$21.00128k tokens
o3 Deep ResearchOpenAI$0.024$24.00200k tokens
Claude Fable 5Anthropic$0.027$27.001M tokens
Claude Fable 5.1Anthropic$0.027$27.001M tokens
Claude Mythos 5Anthropic$0.027$27.001M tokens
Claude Mythos 5.1Anthropic$0.027$27.001M tokens
GPT-6 AstraOpenAI$0.027$27.001.1M tokens
o1OpenAI$0.036$36.00200k tokens
Claude Opus 4Anthropic$0.040$40.50200k tokens
Claude Opus 4.1Anthropic$0.040$40.50200k tokens
o3 ProOpenAI$0.048$48.00200k tokens
GPT-4OpenAI$0.054$54.008k tokens
GPT-4 (older v0314)OpenAI$0.054$54.008k tokens
GPT-5 ProOpenAI$0.054$54.00400k tokens
o1-proOpenAI$0.360$360200k 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?

$0.0001 on Gemma 2 9B, the cheapest capable option, rising to $0.027 on Claude Fable 5 at the top end. DeepSeek V4-Flash is the value pick at $0.0003 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?

$0.063 a month on Gemma 2 9B, $0.252 on DeepSeek V4-Flash, and $27.00 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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