Decision workspace

Groq vs Replicate: source-backed comparison

A side-by-side view of attributable activity, calibrated scores, open-source signals, and market overlap for Groq vs Replicate.

As of , AIIStack tracks Groq at 37.86/100 and Replicate at 15/100 on Momentum.

No paid placement or self-reported rankings. A missing value means AIIStack does not yet have enough attributable evidence to show it fairly.

Company

GR
Groq

groq.com

AI inference platforms
Open profile
RE
Replicate

replicate.com

AI inference platforms
Open profile

Signals

Cohort scores

Momentum

Freshness + release velocity

Momentum score for Groq
37.86/100-5.71 pts

95% confidence · Current cohort score

Momentum score for Replicate
15/100+0 pts

81% confidence · Current cohort score

Innovation

Release cadence + freshness

Innovation score for Groq
37.86/100-5.71 pts

95% confidence · Current cohort score

Innovation score for Replicate
15/100+0 pts

83% confidence · Current cohort score

Popularity

Open-source adoption

Popularity score for Groq
32.14/100+0 pts

93% confidence · Current cohort score

Popularity score for Replicate
43.57/100+0 pts

93% confidence · Current cohort score

Visibility

Versioned prompt-panel evidence

Visibility score for Groq
Not scored
Visibility score for Replicate
Not scored

Evidence

Operating signals

GitHub activity

612 stars · 61 forks · 3 open issues

909 stars · 273 forks · 70 open issues

Latest material change
pricing changed

Groq is the premier neocloud for fast inference pricing page changed

68% confidence ·

mention spike

25 new attributable Hacker News discussions were observed in the last seven days.

78% confidence ·

Pricing posture
Pricing posture for Groq
Official pricing page captured. Pricing terms need a human review because no deterministic price signal was found.
Pricing posture for Replicate
Explore Pricing Enterprise Docs Blog Sign in Try for free Menu Explore Pricing Enterprise Docs Blog Sign in Try for free Compare models in the Playground Pricing You only pay for what you use on Replicate. anthropic / claude-3.7-sonnet The most intelligent Claude model and the first hybrid reasoning model on the market (claude-3-7-sonnet-20250219) $0.015 / thousand output tokens $3.00 / million input tokens black-forest-labs / flux-1.1-pro Faster, better FLUX P… $0.04 / output image black-forest-labs / flux-dev A 12 billion parameter rectified flow transformer capable of generating images from text descriptions $0.025 / output image black-forest-labs / flux-schnell The fastest image generation model tailored for loca… v3 creates images with stunning realism, creative designs, and consistent styles $0.09 / output image recraft-ai / recraft-v3 Recraft V3 (code-named red_panda) is a text-t…
Markets

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