This model is deprecated. We only continue performance benchmarking for the default 10k input token workload. Results for other workloads are historical and no longer updated.
Sarvam has launched a newer release, Sarvam 30B. We suggest considering it instead.
Sarvam M (Reasoning, Based on Mistral Small 3.1) API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Sarvam M (Reasoning, Based on Mistral Small 3.1) for your use-case.
Fastest
Output speed
Total 1 provider
Lowest Latency
Time to first answer token
Total 1 provider
Lowest Price
SarvamBlended price (per 1M tokens)
Total 1 provider
Sarvam M is available through Sarvam.
Please see the models page for Sarvam M (Reasoning, Based on Mistral Small 3.1) for details of the model and its intelligence compared to other models.
Pricing
Pricing: Cache Hit, Input, and Output: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Cost per Intelligence Index Task: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Output Speed vs. Price: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Speed
Measured by Output Speed (tokens per second)
Output Speed: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Time per Intelligence Index Task: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Cost per Task vs. Time per Task: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Latency
Measured by Time (seconds) to First Token
Time to First Answer Token: Sarvam M (Reasoning, Based on Mistral Small 3.1)
End-to-End Response Time
Seconds to output 500 tokens, calculated based on time to first token, 'thinking' time for reasoning models, and output speed
End-to-End Response Time: Sarvam M (Reasoning, Based on Mistral Small 3.1)
Key Comparison Metrics & API Features
| Sarvam | 8.19k | Open | -- | -- | -- | -- | -- | ||
Frequently Asked Questions
Common questions about Sarvam M (Reasoning, Based on Mistral Small 3.1) providers
Sarvam M (Reasoning, Based on Mistral Small 3.1) is available through 1 API provider: Sarvam. Each provider offers different performance characteristics and pricing.
Sarvam M (Reasoning, Based on Mistral Small 3.1) is currently available through 1 API provider that we benchmark and track.
The most affordable provider for Sarvam M (Reasoning, Based on Mistral Small 3.1) by blended price is Sarvam ($0.00 per 1M tokens). Blended price uses a 7:2:1 cache hit/input/output token ratio.
The provider with the lowest input token pricing for Sarvam M (Reasoning, Based on Mistral Small 3.1) is Sarvam ($0.00 per 1M input tokens).
The provider with the lowest output token pricing for Sarvam M (Reasoning, Based on Mistral Small 3.1) is Sarvam ($0.00 per 1M output tokens).
The only provider of Sarvam M (Reasoning, Based on Mistral Small 3.1) supports JSON mode for structured output.
When choosing a provider for Sarvam M (Reasoning, Based on Mistral Small 3.1), consider: output speed (for throughput-intensive tasks), latency (for interactive applications requiring quick first responses), pricing (for cost-sensitive workloads), and API features like JSON mode or function calling.
Yes, provider performance can vary over time due to infrastructure changes, load balancing, and updates. We continuously benchmark all providers and display historical performance trends in the "Over Time" charts.
For information about Sarvam M (Reasoning, Based on Mistral Small 3.1)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview