Mistral 7B: API Provider Performance Benchmarking & Price Analysis

Mistral 7B: API Provider Performance Benchmarking & Price Analysis | Artificial Analysis

		Features			Price	Speed	Latency	End-to-End Response Time

Amazon Bedrock	Mistral 7B	8k	Open	--	$0.16	76	0.31	6.87	N/A
Together.ai	Mistral 7B	33k	Open	--	$0.20	134	0.21	3.93	N/A
Deepinfra	Mistral 7B	33k	Open	--	$0.03	37	0.39	14.03	N/A
Mistral	Mistral 7B	33k	Open	--	$0.25	125	0.36	4.36	N/A

End-to-End Response Time vs. Price: Mistral 7B Providers

End-to-End Response Time: End-to-End Seconds to Output 500 Tokens; Price: USD per 1M Tokens

Most attractive quadrant

Amazon

Deepinfra

Mistral

Together.ai

Price per token, represented as USD per million Tokens. Price is a blend of Input & Output token prices (3:1 ratio).

Seconds to receive a 500 token response considering input processing time, 'thinking' time of reasoning models, and output speed.

Figures represent median (P50) measurement over the past 72 hours to reflect sustained changes in performance.

End-to-End Response Time: Mistral 7B Providers

Seconds to Output 500 Tokens, including reasoning model 'thinking' time; Lower is better; 1,000 Input Tokens

'Thinking' time (reasoning models)

Input processing time

Outputting time

Seconds to receive a 500 token response. Key components:

Input time: Time to receive the first response token
Thinking time (only for reasoning models): Time reasoning models spend outputting tokens to reason prior to providing an answer. Amount of tokens based on the average reasoning tokens across a diverse set of 60 prompts (methodology details).
Answer time: Time to generate 500 output tokens, based on output speed

For fair comparison, the number of reasoning tokens is standardized across all providers for each model based on the model's representative query token counts.

Figures represent median (P50) measurement over the past 72 hours to reflect sustained changes in performance.

End-to-End Response Time by Input Token Count (Context Length): Mistral 7B Providers

Seconds to Output 500 Tokens, including reasoning model 'thinking' time; Lower is better

Medium_coding

100 input tokens

1k input tokens

10k input tokens

Length of tokens provided in the request. See Prompt Options above to see benchmarks of different input prompt lengths across other charts.

Seconds to receive a 500 token response considering input processing time, 'thinking' time of reasoning models, and output speed.

Figures represent median (P50) measurement over the past 72 hours to reflect sustained changes in performance.

Function (Tool) Calling & JSON Mode: Mistral 7B Providers

Models	Function calling	JSON Mode
Amazon
Together.ai
Deepinfra
Mistral

Indicates whether the provider supports function calling in their API. Function calling is also known as 'Tool Calling'.

Indicates whether the provider supports JSON mode in their API. When JSON mode is enabled, the models will always return a valid JSON object.

Mistral 7B: API Provider Benchmarking & Analysis

Highlights

Navigation

Pricing

Speed vs. Price: Mistral 7B Providers

Pricing: Input and Output Prices: Mistral 7B Providers

Latency vs. Output Speed: Mistral 7B Providers

Speed

Summary Table of Key Comparison Metrics

Output Speed: Mistral 7B Providers

Output Speed by Input Token Count (Context Length): Mistral 7B Providers

Output Speed Variance: Mistral 7B Providers

Latency

Time to First Token: Mistral 7B Providers

Latency by Input Token Count (Context Length): Mistral 7B Providers

Time to First Token Variance: Mistral 7B Providers

End-to-End Response Time

End-to-End Response Time vs. Price: Mistral 7B Providers

End-to-End Response Time: Mistral 7B Providers

End-to-End Response Time by Input Token Count (Context Length): Mistral 7B Providers

API Features

Function (Tool) Calling & JSON Mode: Mistral 7B Providers

Context Window: Mistral 7B Providers

Mistral 7B: API Provider Benchmarking & Analysis

Highlights

Navigation

Pricing

Speed vs. Price: Mistral 7B Providers

Output Speed

Price

Median

Pricing: Input and Output Prices: Mistral 7B Providers

Input Price

Output Price

Latency vs. Output Speed: Mistral 7B Providers

Output Speed

Latency (Time to First Token)

Price

Median

Speed

Summary Table of Key Comparison Metrics

Output Speed: Mistral 7B Providers

Output Speed

Median

Output Speed by Input Token Count (Context Length): Mistral 7B Providers

Input Tokens Length

Output Speed

Median

Output Speed Variance: Mistral 7B Providers

Output Speed

Boxplot

Latency

Time to First Token: Mistral 7B Providers

Latency (Time to First Token)

Median

Latency by Input Token Count (Context Length): Mistral 7B Providers

Input Tokens Length

Latency (Time to First Token)

Median

Time to First Token Variance: Mistral 7B Providers

Latency (Time to First Token)

Boxplot

End-to-End Response Time

End-to-End Response Time vs. Price: Mistral 7B Providers

Price

End-to-End Response Time

Median

End-to-End Response Time: Mistral 7B Providers

End-to-End Response Time

Standardized Reasoning Tokens

Median

End-to-End Response Time by Input Token Count (Context Length): Mistral 7B Providers

Input Tokens Length

End-to-End Response Time

Median

API Features

Function (Tool) Calling & JSON Mode: Mistral 7B Providers

Function (Tool) Calling

JSON Mode

Context Window: Mistral 7B Providers

Context window

Variance between providers