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Ling 3.0 Flash Fin vs Sarvam-105B

Ling 3.0 Flash Fin leads the LLM Stats Score 43.3 to 25.8.

InclusionAI · Sarvam AI · Updated for 2026

Which is better?

Ling 3.0 Flash Fin leads the overall LLM Stats Score 43.3 to 25.8, ranking #39 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Ling 3.0 Flash Fin

  • overall performance matters — it scores 43.3 and ranks #39 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Sarvam-105B

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
43.3
#39
25.8
#151
44.7
#32
26.3
#146
29.5
#35
5.6
#143
Cost, coverage & limits
Benchmark wins
Input price
$0.06 / M
— / M
Output price
$0.18 / M
— / M
Context window
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Ling 3.0 Flash Fin
Sarvam-105B
36.7#5
26.4#45
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

6 reported for Ling 3.0 Flash Fin · 14 for Sarvam-105B

No common benchmarks found

Ling 3.0 Flash Fin and Sarvam-105Bdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

19.0B diff

Ling 3.0 Flash Fin has 19.0B more parameters than Sarvam-105B, making it 18.1% larger.

InclusionAI
Ling 3.0 Flash Fin
124.0Bparameters
Sarvam AI
Sarvam-105B
105.0Bparameters
124.0B
Ling 3.0 Flash Fin
105.0B
Sarvam-105B

Context Window

Maximum input and output token capacity

Only Ling 3.0 Flash Fin specifies input context (262,144 tokens). Only Ling 3.0 Flash Fin specifies output context (262,144 tokens).

InclusionAI
Ling 3.0 Flash Fin
Input262,144 tokens
Output262,144 tokens
Sarvam AI
Sarvam-105B
Input- tokens
Output- tokens
Wed Sep 09 2026 • llm-stats.com

Release Timeline

When each model was launched

Ling 3.0 Flash Fin was released on 2026-09-03, while Sarvam-105B was released on 2026-03-06.

Ling 3.0 Flash Fin is 6 months newer than Sarvam-105B.

Ling 3.0 Flash Fin

Sep 3, 2026

5 days ago

6mo newer
Sarvam-105B

Mar 6, 2026

6 months ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Ling 3.0 Flash Fin and Sarvam-105B side-by-side, then vote on the output you prefer.

Ling 3.0 Flash Fin
✓ Preferred
Sarvam-105B
Open in Playground

FAQ

Common questions about Ling 3.0 Flash Fin vs Sarvam-105B.

Which is better, Ling 3.0 Flash Fin or Sarvam-105B?

Ling 3.0 Flash Fin leads the LLM Stats Score 43.3 to 25.8. Ling 3.0 Flash Fin is made by InclusionAI and Sarvam-105B is made by Sarvam AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Ling 3.0 Flash Fin compare to Sarvam-105B in benchmarks?

Ling 3.0 Flash Fin scores SpreadSheetBench-v1: 86.5%, Finance Agent v1.1: 69.2%, Finance Agent v2: 59.8%, Tau3 Banking: 41.0%, APEX-Agents: 29.2%. Sarvam-105B scores MATH-500: 98.6%, AIME 2025: 96.7%, MMLU: 90.6%, HMMT 2025: 85.8%, HMMT25: 85.8%.

What are the context window sizes for Ling 3.0 Flash Fin and Sarvam-105B?

Ling 3.0 Flash Fin supports 262K tokens and Sarvam-105B supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Ling 3.0 Flash Fin and Sarvam-105B?

Key differences include LLM Stats Score (43.3 vs 25.8), licensing (Unknown vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.0 Flash Fin and Sarvam-105B?

Ling 3.0 Flash Fin is developed by InclusionAI and Sarvam-105B is developed by Sarvam AI.