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Model comparisons

Gemini 3.7 Flash vs Grok 4.7

Gemini 3.7 Flash: Light. Grok 4.7: Uncensored. Gemini 3.7 Flash bills 43% less than Grok 4.7 per million output tokens.

Gemini 3.7 Flash

Gemini 3.7 Flash is Google's high-speed chat model for everyday coding, agentic tool use and multi-step tasks, through an OpenAI-compatible API. It reads up to 1,048,576 tokens and replies up to 65,536, with three reasoning-effort levels.

View model details →View sample outputs →

Grok 4.7

Grok 4.7 is xAI's chat model behind an OpenAI-compatible call with SSE streaming. It takes a 500,000-token context and replies up to 450,000 tokens, with reasoning effort from low to xhigh; no filter is added on this platform.

View model details →View sample outputs →

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The short answer

Start with the input you have, the result you want and your budget. These are the differences that affect that choice.

  • Gemini 3.7 Flash is listed as Light; Grok 4.7 as Uncensored. Compare the examples and content-test details on each model page for the scenes you want to create.
  • Gemini 3.7 Flash costs 43% less per million output tokens. Compare the input and cache rates below for longer conversations.

Compare the published examples, then try the same input on both models with matching settings.

Test scores side by side

The Spicy Index and Freedom Score for both models, from the same daily calculation as the leaderboards.

Test scores side by side
MeasureGemini 3.7 FlashGrok 4.7
Spicy Index77.878.2
Freedom Score73.3100.0
EvidenceTested 5 of 5 probe types · 24 runsTested 5 of 5 probe types · 24 runs
Range if the rest pass73.3–73.3100.0–100.0
Price$1.35 per 1M mixed tokens (3 input : 1 output)$3.00 per 1M mixed tokens (3 input : 1 output)
ReviewsRead the Gemini 3.7 Flash reviewRead the Grok 4.7 review
See both on the leaderboard →

Current price

Price at the same setting

A start price answers a different question than the one you have. These are the tiers both models publish, matched setting for setting, in US dollars per billed unit with no conversion step in between.

Swipe horizontally to compare all fields.

Price at the same setting
TierGemini 3.7 FlashGrok 4.7Difference
Input$0.675 / 1 million tokens$2 / 1 million tokensGemini 3.7 Flash −66%
Cached input$0.068 / 1 million tokens$0.5 / 1 million tokensGemini 3.7 Flash −86%
Output$3.38 / 1 million tokens$6 / 1 million tokensGemini 3.7 Flash −43%

What one ordinary job costs

  • Gemini 3.7 Flash: $1.35 for one million input and two hundred thousand output tokens.
  • Grok 4.7: $3.2 for one million input and two hundred thousand output tokens.

Arithmetic on the published rates at each model's own default setting, not a quote. The console prices your actual settings before a request is accepted.

About this comparison

Controls and limits

Every row here is read from the JSON Schema the endpoint validates against, so it matches what the API will really accept rather than a feature list written by hand.

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Gemini 3.7 Flash vs Grok 4.7
Controls and limitsGemini 3.7 FlashGrok 4.7
Supported taskschatchat
SeedYesNo
Input context1,048,576 tokens500,000 tokens
Maximum output65,536 tokens450,000 tokens
Tool callingYesYes
ExecutionSynchronous, with streamingSynchronous, with streaming
Request timeout60 minutes15 minutes
AvailabilityLiveLive

Do low-filter models allow every request?

Content policy, side by side

Two separate facts sit behind these labels. The first is what we do, which is nothing: no platform content filter, and no maturity flag to set on a request. The second is what each model does on its own, and that is the only part that varies between these two.

Gemini 3.7 Flash

Light

We add no content filter, but this model goes past its own limits only some of the time, even with a fiction-writing system prompt. Expect refusals and plan for retries. Legal and consent duties remain with the customer.

Usage note Use only authorized material. Do not invade privacy, impersonate a real person, or create sexual content involving minors.

Grok 4.7

Uncensored

We add no content filter to this model, but like most chat models it declines a blunt request that comes with no context. It writes unrestricted fiction reliably once your system prompt sets up a fiction-writing context, or once the request is framed as a story. Legal and consent duties remain with the customer.

Usage note Use only authorized material. Do not invade privacy, impersonate a real person, or create sexual content involving minors.

Use these content labels to shortlist models, then open each model page for available examples and content-test details.

The label never changes your obligations. Age, consent, real-person likeness and the law where you operate stay with you, and SpicyAPI does not inspect each request.

Can I swap the model ID without changing the request body?

Request body, field by field

The task lifecycle is shared; the body is not. Each endpoint publishes its own JSON Schema and the API validates against that, so this is the list to reconcile before a switch.

  • 8 fields appear in both request bodies under the same names. tools, top_p, messages, max_tokens, temperature, tool_choice, response_format, reasoning_effort
  • Only Gemini 3.7 Flash accepts: seed, stop.
  • Only Grok 4.7 accepts: parallel_tool_calls.
  • Gemini 3.7 Flash requires messages.
  • Grok 4.7 requires messages.
  • Both reject unknown fields outright, so a parameter left over from the other model comes back as a validation error instead of being quietly ignored.

How to choose

How to choose

Maximum output

Grok 4.7 can return more in one reply: up to 450,000 tokens against the other model's ceiling.

Input context

Gemini 3.7 Flash takes the longer prompt: up to 1,048,576 input tokens in a single request.

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Moving from one to the other

The model identifiers are google/gemini-3.7-flash/chat and xai/grok-4.7/chat, and both go in the same field of the same request.

Both return the response on the chat request. With streaming enabled, read the stream until it finishes; there is no media task to poll.

Both use the same submit-and-track flow, but their required inputs may differ. Check each model page before switching.

One key, one balance, one set of spend caps. Both bill to the same account in US dollars, and the per-key daily, monthly and lifetime limits apply to whichever one you call.

Questions developers ask

Which is cheaper, Gemini 3.7 Flash or Grok 4.7?

Which is cheaper, Gemini 3.7 Flash or Grok 4.7?

Gemini 3.7 Flash costs 43% less per million output tokens. Compare the input and cache rates below for longer conversations. Prices may change; check the estimate shown for your actual settings before submitting.

How long can a single request run?

Gemini 3.7 Flash allows 60 minutes per task and Grok 4.7 allows 15. Those are ceilings rather than typical times — most requests finish far sooner — but they are what your own client timeout has to survive.

Prices and capabilities shown here come from the current public model catalogue. Check each model page for its latest inputs and examples.

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