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 Results for other workloads are historical and no longer updated.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 model, Sarvam 30B (high). We suggest considering it instead.
For more information, see comparison of Sarvam 30B (high) to other models and API provider benchmarks for Sarvam 30B (high).
Sarvam M (Reasoning) API Provider Benchmarking & Analysis
This analysis is intended to support you in choosing the best API provider of Sarvam M (Reasoning) 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) for details of the model and its intelligence compared to other models.
Highlights
Pricing
Pricing: Cache Hit, Input, and Output
Pricing: Blended Price
Output Speed vs. Price
Speed
Measured by Output Speed (tokens per second)
Output Speed: Sarvam M (Reasoning)
Latency vs. Output Speed
Latency
Measured by Time (seconds) to First Token
Time to First Answer Token
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
Key Comparison Metrics & API Features
| Sarvam | 8.19k | Open | -- | -- | -- | -- | -- | ||
Frequently Asked Questions
Common questions about Sarvam M (Reasoning) providers
Sarvam M (Reasoning) is available through 1 API provider: Sarvam. Each provider offers different performance characteristics and pricing.
Sarvam M (Reasoning) is currently available through 1 API provider that we benchmark and track.
The most affordable provider for Sarvam M (Reasoning) 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) is Sarvam ($0.00 per 1M input tokens).
The provider with the lowest output token pricing for Sarvam M (Reasoning) is Sarvam ($0.00 per 1M output tokens).
The only provider of Sarvam M (Reasoning) supports JSON mode for structured output.
When choosing a provider for Sarvam M (Reasoning), 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)'s intelligence, capabilities, modalities, and how it compares to other models, see the model overview page. View model overview