Compare/Sarvam 105B (high) vs Qwen3.5 9B (Reasoning)

Sarvam 105B (high)vsQwen3.5 9B (Reasoning)

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

Sarvam

Sarvam 105B (high)

Input
$0.042/M
Output
$0.17/M
Speed
155 tok/s
TTFT
1.20s
Alibaba

Qwen3.5 9B (Reasoning)

Input
$0.1/M
Output
$0.15/M
Speed
58 tok/s
TTFT
1.04s

Winner by Category

Cheaper
Sarvam 105B (high)
Faster (tok/s)
Sarvam 105B (high)
Lower Latency
Qwen3.5 9B (Reasoning)
Benchmarks (0-7)
Qwen3.5 9B (Reasoning)

Pricing Comparison

MetricSarvam 105B (high)Qwen3.5 9B (Reasoning)
Input ($/M tokens)$0.042$0.1
Output ($/M tokens)$0.17$0.15
Cost for 1M input + 100K output tokens:
Sarvam 105B (high)$0.06
Qwen3.5 9B (Reasoning)$0.12

Speed Comparison

Output Speed (tokens/s) — higher is better
Sarvam 105B (high)
155 tok/s
Qwen3.5 9B (Reasoning)
58 tok/s
Time to First Token (seconds) — lower is better
Sarvam 105B (high)
1.20s
Qwen3.5 9B (Reasoning)
1.04s

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
11.921.4
Coding Index
28.7
Math Index
GPQA Diamond
73.8%80.6%
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
10.1%13.3%
SciCode
26.4%27.5%
IFBench
34.4%66.7%
TerminalBench
1.5%24.2%
Sarvam 105B (high)0 wins
7 winsQwen3.5 9B (Reasoning)

Frequently Asked Questions

Which is cheaper, Sarvam 105B (high) or Qwen3.5 9B (Reasoning)?

Sarvam 105B (high) is cheaper overall. Its blended price (3:1 input/output ratio) is $0.07/M tokens vs $0.11/M for Qwen3.5 9B (Reasoning).

Which model performs better on benchmarks?

Qwen3.5 9B (Reasoning) wins 7 out of 12 benchmarks compared to 0 for Sarvam 105B (high). See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Sarvam 105B (high) generates tokens faster at 155 tok/s vs 58 tok/s. However, Qwen3.5 9B (Reasoning) has lower time-to-first-token (1.04s vs 1.20s).

When should I use Sarvam 105B (high) vs Qwen3.5 9B (Reasoning)?

Choose based on your priorities: Sarvam 105B (high) for lower cost, Qwen3.5 9B (Reasoning) for stronger benchmark performance, and Sarvam 105B (high) for faster generation. For latency-sensitive apps, check the TTFT comparison above.