Replicate: Models Intelligence, Performance & Price
Analysis of Replicate's models across key metrics including quality, price, output speed, latency, context window & more. This analysis is intended to support you in choosing the best model provided by Replicate for your use-case. For more details including relating to our methodology, see our FAQs. Models analyzed: Llama 3.1 405B, DeepSeek V3 (Mar' 25), Llama 3 70B, Llama 3 8B, and Llama 2 Chat 7B.
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Replicate Model Comparison Summary
Intelligence:
DeepSeek V3 (Mar' 25) and 
Llama 3.1 405B are the highest quality models offered by Replicate, followed by Llama 3 70B, Llama 3 8B & Llama 2 Chat 7B.Output Speed (tokens/s): Llama 2 Chat 7B (134 t/s) and Llama 3 8B (80 t/s) are the fastest models offered by Replicate, followed by DeepSeek V3 (Mar' 25), Llama 3 70B & Llama 3.1 405B.Latency (seconds): Llama 3 8B (0.40s) and Llama 3 70B (0.41s) are the lowest latency models offered by Replicate, followed by Llama 2 Chat 7B, DeepSeek V3 (Mar' 25) & Llama 3.1 405B.Blended Price ($/M tokens): Llama 3 8B ($0.10) and Llama 2 Chat 7B ($0.10) are the cheapest models offered by Replicate, followed by Llama 3 70B, DeepSeek V3 (Mar' 25) & Llama 3.1 405B.Context Window Size: Llama 3.1 405B (128k) and DeepSeek V3 (Mar' 25) (128k) are the largest context window models offered by Replicate, followed by Llama 3 70B, Llama 3 8B & Llama 2 Chat 7B.
DeepSeek V3 (Mar' 25) and Llama 3.1 405B are the highest quality models offered by Replicate, followed by Llama 3 70B, Llama 3 8B & Llama 2 Chat 7B.Output Speed (tokens/s): Llama 2 Chat 7B (134 t/s) and Llama 3 8B (80 t/s) are the fastest models offered by Replicate, followed by DeepSeek V3 (Mar' 25), Llama 3 70B & Llama 3.1 405B.Latency (seconds): Llama 3 8B (0.40s) and Llama 3 70B (0.41s) are the lowest latency models offered by Replicate, followed by Llama 2 Chat 7B, DeepSeek V3 (Mar' 25) & Llama 3.1 405B.Blended Price ($/M tokens): Llama 3 8B ($0.10) and Llama 2 Chat 7B ($0.10) are the cheapest models offered by Replicate, followed by Llama 3 70B, DeepSeek V3 (Mar' 25) & Llama 3.1 405B.Context Window Size: Llama 3.1 405B (128k) and DeepSeek V3 (Mar' 25) (128k) are the largest context window models offered by Replicate, followed by Llama 3 70B, Llama 3 8B & Llama 2 Chat 7B.Highlights
Intelligence
Artificial Analysis Intelligence Index; Higher is better
Speed
Output Tokens per Second; Higher is better
Price
USD per 1M Tokens; Lower is better
Parallel Queries:
Prompt Length:
Key definitions
Context window: Maximum number of combined input & output tokens. Output tokens commonly have a significantly lower limit (varied by model).
Output Speed: Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).
Latency (Time to First Token): Time to first token received, in seconds, after API request sent. For reasoning models which share reasoning tokens, this will be the first reasoning token. For models which do not support streaming, this represents time to receive the completion.
Price: Price per token, represented as USD per million Tokens. Price is a blend of Input & Output token prices (3:1 ratio).
Output Price: Price per token generated by the model (received from the API), represented as USD per million Tokens.
Input Price: Price per token included in the request/message sent to the API, represented as USD per million Tokens.
Time period: Metrics are 'live' and are based on the past 72 hours of measurements, measurements are taken 8 times a day for single requests and 2 times per day for parallel requests.