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Ling 3.0 Flash Fin vs MiniMax M1 40K

Ling 3.0 Flash Fin leads the LLM Stats Score 43.0 to 20.5.

InclusionAI · MiniMax · Updated for 2026

Which is better?

Ling 3.0 Flash Fin leads the overall LLM Stats Score 43.0 to 20.5, ranking #44 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 43.0 and ranks #44 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose MiniMax M1 40K

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

At a glance

The differences that matter most.

Ling 3.0 Flash Fin
InclusionAI
MiniMax M1 40K
MiniMax
Core performance indexes
LLM Stats Score
43.0
#44
20.5
#194
Reasoning
44.2
#35
20.7
#183
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
MiniMax M1 40K
Tool use
20.4#58
12.9#100
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

6 reported for Ling 3.0 Flash Fin · 16 for MiniMax M1 40K

No common benchmarks found

Ling 3.0 Flash Fin and MiniMax M1 40Kdon'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

332.0B diff

MiniMax M1 40K has 332.0B more parameters than Ling 3.0 Flash Fin, making it 267.7% larger.

InclusionAI
Ling 3.0 Flash Fin
124.0Bparameters
MiniMax
MiniMax M1 40K
456.0Bparameters
124.0B
Ling 3.0 Flash Fin
456.0B
MiniMax M1 40K

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
MiniMax
MiniMax M1 40K
Input- tokens
Output- tokens
Sun Sep 20 2026 • llm-stats.com

Release Timeline

When each model was launched

Ling 3.0 Flash Fin was released on 2026-09-03, while MiniMax M1 40K was released on 2025-06-16.

Ling 3.0 Flash Fin is 15 months newer than MiniMax M1 40K.

Ling 3.0 Flash Fin

Sep 3, 2026

2 weeks ago

1.2yr newer
MiniMax M1 40K

Jun 16, 2025

1.3 years 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 MiniMax M1 40K side-by-side, then vote on the output you prefer.

Ling 3.0 Flash Fin
✓ Preferred
MiniMax M1 40K
Open in Playground

FAQ

Common questions about Ling 3.0 Flash Fin vs MiniMax M1 40K.

Which is better, Ling 3.0 Flash Fin or MiniMax M1 40K?

Ling 3.0 Flash Fin leads the LLM Stats Score 43.0 to 20.5. Ling 3.0 Flash Fin is made by InclusionAI and MiniMax M1 40K is made by MiniMax. 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 MiniMax M1 40K 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%. MiniMax M1 40K scores MATH-500: 96.0%, AIME 2024: 83.3%, MMLU-Pro: 80.6%, ZebraLogic: 80.1%, OpenAI-MRCR: 2 needle 128k: 76.1%.

What are the context window sizes for Ling 3.0 Flash Fin and MiniMax M1 40K?

Ling 3.0 Flash Fin supports 262K tokens and MiniMax M1 40K 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 MiniMax M1 40K?

Key differences include LLM Stats Score (43.0 vs 20.5), licensing (Unknown vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.0 Flash Fin and MiniMax M1 40K?

Ling 3.0 Flash Fin is developed by InclusionAI and MiniMax M1 40K is developed by MiniMax.

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