Snowflake
Enterprise data platform with proprietary Arctic-Extract document models and managed Cortex services. Its public-weight research releases are excluded from closed-weight coverage.
Arctic-Extract, inferred-private SQL models and explicitly managed task-model aliases reviewed. Public weights are excluded. Research-to-production mappings, exact versions and contractual details remain incomplete.
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Estimate = (input tokens × input price + output tokens × output price) / 1,000,000. Include conversation history in input and billed reasoning in output. Input-only decision models ignore the output setting; enter all billed input for one decision, including its question and criteria. Media, tools and discounts are separate.
10 models
| Compare | Model | Input tokensPublished limit* | Output tokensMaximum per response* | Input pricePer 1M tokens | Output pricePer 1M tokens | Cost per question1,000 input + 500 outputEstimated · uncached |
|---|---|---|---|---|---|---|
| 125 pages at scale 1; 62 at scale 2; 50 at scale 2.5; 31 at scale 4document page limits | 512 tokens per entity question; 4,096 tokens per table answeroutput limits by task | Usage pricing 5.55 credits / 1M processed tokensBase extraction · AI Credits · Snowflake AI_EXTRACT9.14 credits / 1M processed tokensFine-tuned extraction · AI Credits · Snowflake AI_EXTRACT fine-tunedPage tokens + prompt tokens + output tokens. Document page baseline: 970 tokens, multiplied by scale_factor.Rates & conditions ↗ | Different billing unitPrice details ↗ | |||
| Not collected | Entity and table extraction JSON; confidence scores are not supported.output formats | Usage pricing 9.5 credits / 1M processed tokensLegacy entity extraction · AI Credits · Snowflake legacy AI_EXTRACT28.4 credits / 1M processed tokensLegacy table extraction · AI Credits · Snowflake legacy AI_EXTRACTRates & conditions ↗ | Task-based pricingPrice details ↗ | |||
| 734,003,200input content limit | JSON transcript; optional word segments or speaker turns with start/end times.output formats | Usage pricing 0.97 credits / 1M audio tokensTranscription · AI Credits · Snowflake Cortex SQL50 billable tokens per second; minimum 10 seconds per file. One hour = 180,000 tokens.Rates & conditions ↗ | Task-based pricingPrice details ↗ | |||
| 100,000max input tokens | 100,000max output tokens | Usage pricing 1.63 credits / 1M processed tokensTranslation · AI Credits · Snowflake Cortex SQLRates & conditions ↗ | Task-based pricingPrice details ↗ | |||
| 2,048max input tokens | Overall and requested aspect labels: positive, negative, neutral, mixed or unknown.output formats | Usage pricing 1.6 credits / 1M processed tokensSentiment · AI Credits · Snowflake Cortex SQLRates & conditions ↗ | Task-based pricingPrice details ↗ | |||
| Up to 2,000 pages per documentdocument page limits | OCR text or layout-preserving Markdown in JSON; optional per-page results and extracted images.output formats | Usage pricing 0.68 credits / 1,000 pagesOCR parsing · AI Credits · Snowflake Cortex SQL3.66 credits / 1,000 pagesLAYOUT parsing · AI Credits · Snowflake Cortex SQLPDF/DOCX per page; JPEG/JPG/TIF/TIFF/PNG per image file; HTML/TXT per started 3,000-character chunk.Rates & conditions ↗ | Task-based pricingPrice details ↗ | |||
| 2,048max input tokens | Answer string extracted from the supplied plain-English or JSON text.output formats | Usage pricingNot collected | Task-based pricingPrice details ↗ | |||
| Not collected | Snowflake SQLoutput formats | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Inline Snowflake SQL completionsoutput formats | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
| Not collected | Inline Snowflake SQL completionsoutput formats | Usage pricingNot collected | Needs rate detailsPrice details ↗ | |||
* Media models show their native limits. A shared context window includes both input and output tokens.
Catalog coverage
Closed-weight model variants and explicitly identified closed-source managed model components across language, code, image, video, audio and other documented modalities. Global provider and historical-release coverage is being expanded; this is not yet exhaustive. 172 company reviews are still open.
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