Sarvam 105B vs Seed 1.6
Sarvam 105B comes out ahead, 65 to 55 on our weighted score, and it is the cheaper option too.
- Our pick
Sarvam AI
Sarvam 105B
65/100- ECI—
- Price$0.047 / $0.186
- Context131K
ByteDance SeedSeed 1.6
55/100- ECI—
- Price$0.119 / $1.19
- Context256K
Add a model
Make it a three-way comparison.
Sarvam 105B is our pick
Sarvam 105B is the better all-round choice, scoring 65/100 against Seed 1.6 (55). It leads on price. Seed 1.6 wins on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
- CapabilityNot enough dataNo independent benchmark covers every model here yet
- Lowest priceSarvam 105BSarvam 105B $0.082 · Seed 1.6 $0.386 per 1M tokens (3:1 blend)
- Longest contextSeed 1.6Seed 1.6 256,000 · Sarvam 105B 131,072 tokens
- Widest inputsSame inputsSarvam 105B: Text · Seed 1.6: Text
- Self-hostingSarvam 105BPublishes downloadable weights
| Measure | Weight | Sarvam 105B | Seed 1.6 |
|---|---|---|---|
| Price | 50% | 100 | 69 |
| Inputs & features | 30% | 35 | 45 |
| Context window | 20% | 24 | 36 |
| Overall | 100% | 65/100 | 55/100 |
Left out because at least one model lacks the data: capability. The remaining weights were rescaled.
Every spec in one table
Highlighted cells lead their row. Dashes mean the data is not published.
| Specification | Sarvam 105BSarvam AI | Seed 1.6ByteDance Seed |
|---|---|---|
| Capability | ||
| Capabilities Index (ECI) | — | — |
| ECI rank | — | — |
| Price per million tokens | ||
| Input | $0.047 (best) | $0.119 |
| Output | $0.186 (best) | $1.19 |
| Cached input | — | $0.024 |
| Blended (3:1) | $0.082 (best) | $0.386 |
| Long-context rate | Same rate | Over 32K: $0.178 / $2.37 |
| Price source | Median of 2 providers | Official Volcengine Ark API |
| Limits | ||
| Context window | 131,072 tokens | 256,000 tokens (best) |
| Max output | 131,072 tokens (best) | 64,000 tokens |
| Inputs and features | ||
| Text | Yes | Yes |
| Images | No | No |
| PDFs | No | No |
| Audio | No | No |
| Video | No | No |
| Reasoning | Yes · low · medium · high | Yesminimal · low · medium · high |
| Tool calling | Yes | Yes |
| Structured output | No | Yes |
| Availability | ||
| Weights | Open | Proprietary |
| API model ID | sarvam-105b | doubao-seed-1-6-251015 |
| API providers | 3 (best) | 2 |
| Released | Sep 1, 2025 | Oct 15, 2025 |
| Knowledge cutoff | — | — |
What would a month cost?
Enter your expected volume in millions of tokens. List prices only; caching and batch discounts would lower these.
- Sarvam 105B$0.842
- Seed 1.6$3.56
Which should you choose?
Which is better: Sarvam 105B or Seed 1.6?
Sarvam 105B is the better all-round choice, scoring 65/100 against Seed 1.6 (55). It leads on price. Seed 1.6 wins on inputs & features and context window. The score weighs price 50%, inputs & features 30%, context window 20%. None of the shared benchmarks cover every model here yet, so capability is left out of this verdict.
Which is cheaper, Sarvam 105B or Seed 1.6?
Sarvam 105B is cheaper at $0.047 input / $0.186 output per million tokens (median across 2 API providers). Seed 1.6 costs $0.119 input / $1.19 output per million tokens (official Volcengine Ark API price). At a typical mix of three input tokens to one output token, that is $0.082 per million tokens for Sarvam 105B versus $0.386 for Seed 1.6 (4.7× as much).
Which scores higher on benchmarks?
There is no independent benchmark that covers both models yet. Sarvam 105B has not been scored yet and Seed 1.6 has not been scored yet.
Which is better for coding?
There are no published SWE-bench Verified results for Sarvam 105B and Seed 1.6 yet, so there is no like-for-like coding score. Test both on a sample of your own tasks. Both support tool calling for agent workflows.
Which has the bigger context window?
Seed 1.6 has the largest context window at 256,000 tokens, against 131,072 for Sarvam 105B. Maximum output per response: Sarvam 105B up to 131,072, Seed 1.6 up to 64,000 tokens.
Which can read images, PDFs, audio or video?
Sarvam 105B accepts text; Seed 1.6 accepts text. They handle the same number of input types.
Are any of these open source?
Sarvam 105B publishes its weights and can be self-hosted; Seed 1.6 is proprietary.
Which is newer?
Seed 1.6 is the newest, released Oct 15, 2025. Sarvam 105B came out Sep 1, 2025.
How do you decide the winner?
Each model gets a 0–100 score on capability (50%, independent benchmark results); price (25%, blended price per million tokens (3 input : 1 output), log scale); inputs & features (15%, image, PDF, audio and video input, tool calling, structured output and reasoning); context window (10%, maximum tokens per request, log scale). Dimensions missing for any model are dropped and the remaining weights rescaled, so every model is judged on the same evidence. Specs and prices come from public model listings and the labs’ own API pages; capability scores come from independent benchmark runs. Data updated Oct 4, 2026.
