T
TGroq vs Replicate
Pricing, features, platforms and who each one suits — side by side.
G
Choose Groq if…
- you want a free plan to start with
- you're in its core audience: ai application developers, startups building llm products
R
Choose Replicate if…
- you're in its core audience: software developers, ml engineers
Side by side
Feature Groq Replicate
Pricing modelFreemiumPaid
Starting price——
Free plan
Free trial
API
Open source
Data retention—Retained as long as necessary to provide Services; backups kept limited period
PlatformsWeb, APIWeb, API
CategoryLLM APIs & Model HostingDeveloper Tools & APIs
CompanyGroqReplicate · part of Cloudflare
Full feature lists
G Groq
- OpenAI-compatible API endpoint
- Text generation and reasoning models
- Speech-to-text and text-to-speech
- Vision and OCR support
- Tool use with built-in, remote MCP and local tools
- Structured outputs and prompt caching
- Performance, Flex and Batch service tiers
- Dedicated bare-metal LPU capacity for enterprises
R Replicate
- Thousands of public models for image, video, audio and text
- Python, JavaScript and HTTP API clients
- Fine-tune models such as SDXL on your own data
- Deploy custom models packaged with open-source Cog
- Autoscaling that scales to zero when idle
- Per-second billing across CPU and Nvidia GPUs
- Logging and monitoring of predictions
Their home pages
What each vendor shows first: the pitch, the plans and the sign-up.
Groq · groq.com
Replicate · replicate.comWhat you'd pay
The cheapest plan that fits, per month, billed yearly where the plan offers it.
Groq
FreeFree
DeveloperUsage-based
Replicate
Pay-as-you-go (hardware)From $0.000025/sec (CPU Small, $0.09/hr); Nvidia T4 $0.81/hr; H100 $5.49/hr
Pay-as-you-go (per-model)e.g. flux-dev $0.025/image, flux-1.1-pro $0.04/image
EnterpriseCustom
Strengths and limitations
Groq
- Drop-in OpenAI-compatible API
- Free plan available
- Covers text, speech, vision and tool use in one API
- 13 data centers across four continents
- Free plan has lower rate limits than Developer plan
- Batch and Flex processing require the Developer plan
Replicate
- Pay only for the compute time or outputs you use
- Wide range of hardware, from CPU to 8x H100
- Cog packaging tool is open source
- Model pages show cost estimates
- No free plan listed on the pricing page
- Private models are billed for idle and setup time
- Larger multi-GPU capacity requires committed spend contracts
More comparisons
Other options to consider
TT
Paid
T
Cloud for running, fine-tuning and scaling open-source AI models on GPUs
LLM APIs & Model HostingAPI
F
FInference and fine-tuning platform for open AI models, for developers and teams
From $8/mo
F
From $8/mo
F
Inference and fine-tuning platform for open AI models, for developers and teams
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O
OO
Freemium
O
One OpenAI-compatible API to reach hundreds of AI models across 80+ providers
LLM APIs & Model HostingFree planAPI
D
DD
Freemium
M
MOpen-weight AI models, chat and coding agent you can run on your own infrastructure
Free, from $14.99/mo
M
Free, from $14.99/mo
M
Open-weight AI models, chat and coding agent you can run on your own infrastructure
Local & Open ModelsFree planAPIOpen source
O
OO
Free, from $16.67/mo
O
Run open AI models locally or in the cloud on macOS, Windows and Linux
Local & Open ModelsFree planAPIOpen source
Facts from each vendor's public pages, prices checked Oct 26, 2026. Editorial policy