Compare/Sarvam 30B (high) vs Llama 3.1 Instruct 8B

Sarvam 30B (high)vsLlama 3.1 Instruct 8B

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Sarvam

Sarvam 30B (high)

Input
$0.026/M
Output
$0.11/M
Speed
232 tok/s
TTFT
1.16s
Meta

Llama 3.1 Instruct 8B

Input
$0.075/M
Output
$0.095/M
Speed
154 tok/s
TTFT
0.55s

Winner by Category

Cheaper
Sarvam 30B (high)
Faster (tok/s)
Sarvam 30B (high)
Lower Latency
Llama 3.1 Instruct 8B
Benchmarks (4-8)
Llama 3.1 Instruct 8B

Pricing Comparison

MetricSarvam 30B (high)Llama 3.1 Instruct 8B
Input ($/M tokens)$0.026$0.075
Output ($/M tokens)$0.11$0.095
Cost for 1M input + 100K output tokens:
Sarvam 30B (high)$0.04
Llama 3.1 Instruct 8B$0.08

Speed Comparison

Output Speed (tokens/s) — higher is better
Sarvam 30B (high)
232 tok/s
Llama 3.1 Instruct 8B
154 tok/s
Time to First Token (seconds) — lower is better
Sarvam 30B (high)
1.16s
Llama 3.1 Instruct 8B
0.55s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
6.67.6
Coding Index
5.4
Math Index
4.3
GPQA Diamond
63.3%25.9%
MMLU-Pro
47.6%
LiveCodeBench
11.6%
AIME 2025
4.3%
MATH-500
51.9%
Humanity's Last Exam
7.0%5.1%
SciCode
19.2%13.2%
IFBench
26.5%28.6%
TerminalBench
2.3%0.8%
Sarvam 30B (high)4 wins
8 winsLlama 3.1 Instruct 8B

Frequently Asked Questions

Which is cheaper, Sarvam 30B (high) or Llama 3.1 Instruct 8B?

Sarvam 30B (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.05/M tokens vs $0.08/M for Llama 3.1 Instruct 8B.

Which model performs better on benchmarks?

Llama 3.1 Instruct 8B wins 8 out of 12 benchmarks compared to 4 for Sarvam 30B (high). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Sarvam 30B (high) generates tokens faster at 232 tok/s vs 154 tok/s. However, Llama 3.1 Instruct 8B has lower time-to-first-token (0.55s vs 1.16s).

When should I use Sarvam 30B (high) vs Llama 3.1 Instruct 8B?

Choose based on your priorities: Sarvam 30B (high) for lower cost, Llama 3.1 Instruct 8B for stronger benchmark performance, and Sarvam 30B (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.