Inkling 2 Small vs Sarvam-105B
Inkling 2 Small leads the LLM Stats Score 47.2 to 24.8.
Thinking Machines Lab · Sarvam AI · Updated for 2026
Which is better?
Inkling 2 Small leads the overall LLM Stats Score 47.2 to 24.8, ranking #40 overall.
In the 4 individual benchmarks reported for both models, Inkling 2 Small wins 4; this is a narrower head-to-head signal than the composite indexes.
Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.
Choose Inkling 2 Small
- overall performance matters — it scores 47.2 and ranks #40 on LLM Stats
- your work emphasizes reasoning and coding — it leads those capability indexes
- you value its reported benchmark strengths — it wins 4 of 4 exact shared results
- you want the most recent training data — it shipped Nov 2026
Choose Sarvam-105B
- you need open weights you can self-host or fine-tune
At a glance
The differences that matter most.
Individual benchmarks
11 reported for Inkling 2 Small · 14 for Sarvam-105B
Inkling 2 Small outperforms in 4 benchmarks (BrowseComp, GPQA, Humanity's Last Exam, SWE-Bench Verified), while Sarvam-105B is better at 0 benchmarks.
Inkling 2 Small significantly outperforms across most benchmarks.
Human preference
Blind head-to-head votes and playground preference scores
Model Size
Parameter count comparison
Inkling 2 Small has 489.0B more parameters than Sarvam-105B, making it 465.7% larger.
Context Window
Maximum input and output token capacity
Only Inkling 2 Small specifies input context (256,000 tokens).
Input capabilities
Documented input modalities across available providers
Inkling 2 Small supports multimodal inputs, whereas Sarvam-105B does not.
Inkling 2 Small can handle both text and other forms of data like images, making it suitable for multimodal applications.
Inkling 2 Small
Sarvam-105B
License
Usage and distribution terms
Inkling 2 Small is licensed under a proprietary license, while Sarvam-105B uses Apache 2.0.
License differences may affect how you can use these models in commercial or open-source projects.
Proprietary
Closed source
Apache 2.0
Open weights
Release Timeline
When each model was launched
Inkling 2 Small was released on 2026-11-05, while Sarvam-105B was released on 2026-03-06.
Inkling 2 Small is 8 months newer than Sarvam-105B.
Nov 5, 2026
1 weeks ago
8mo newerMar 6, 2026
8 months ago
Knowledge Cutoff
When training data ends
Neither model specifies a knowledge cutoff date.
Unable to compare the recency of their training data.
Outputs Comparison
Judge for yourself.
Run your own prompts against Inkling 2 Small and Sarvam-105B side-by-side, then vote on the output you prefer.
FAQ
Common questions about Inkling 2 Small vs Sarvam-105B.