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Ling 3.0 Flash Fin vs Phi 4 Mini Reasoning

Ling 3.0 Flash Fin leads the LLM Stats Score 43.3 to 7.2.

InclusionAI · Microsoft · Updated for 2026

Which is better?

Ling 3.0 Flash Fin leads the overall LLM Stats Score 43.3 to 7.2, 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 — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Phi 4 Mini Reasoning

  • 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
Phi 4 Mini Reasoning
Microsoft
Core performance indexes
LLM Stats Score
43.3
#39
7.2
#287
Reasoning
44.7
#32
7.6
#278
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.06 / M
— / M
Output price
$0.18 / M
— / M
Context window
262,144
—

Individual benchmarks

6 reported for Ling 3.0 Flash Fin · 3 for Phi 4 Mini Reasoning

No common benchmarks found

Ling 3.0 Flash Fin and Phi 4 Mini Reasoningdon'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

120.2B diff

Ling 3.0 Flash Fin has 120.2B more parameters than Phi 4 Mini Reasoning, making it 3163.2% larger.

InclusionAI
Ling 3.0 Flash Fin
124.0Bparameters
Microsoft
Phi 4 Mini Reasoning
3.8Bparameters
124.0B
Ling 3.0 Flash Fin
3.8B
Phi 4 Mini Reasoning

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
Microsoft
Phi 4 Mini Reasoning
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 Phi 4 Mini Reasoning was released on 2025-04-30.

Ling 3.0 Flash Fin is 16 months newer than Phi 4 Mini Reasoning.

Ling 3.0 Flash Fin

Sep 3, 2026

6 days ago

1.3yr newer
Phi 4 Mini Reasoning

Apr 30, 2025

1.4 years ago

Knowledge Cutoff

When training data ends

Phi 4 Mini Reasoning has a documented knowledge cutoff of 2025-02-01, while Ling 3.0 Flash Fin's cutoff date is not specified.

We can confirm Phi 4 Mini Reasoning's training data extends to 2025-02-01, but cannot make a direct comparison without Ling 3.0 Flash Fin's cutoff date.

Ling 3.0 Flash Fin

—

Phi 4 Mini Reasoning

Feb 2025

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 Phi 4 Mini Reasoning side-by-side, then vote on the output you prefer.

Ling 3.0 Flash Fin
✓ Preferred
Phi 4 Mini Reasoning
Open in Playground

FAQ

Common questions about Ling 3.0 Flash Fin vs Phi 4 Mini Reasoning.

Which is better, Ling 3.0 Flash Fin or Phi 4 Mini Reasoning?

Ling 3.0 Flash Fin leads the LLM Stats Score 43.3 to 7.2. Ling 3.0 Flash Fin is made by InclusionAI and Phi 4 Mini Reasoning is made by Microsoft. 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 Phi 4 Mini Reasoning 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%. Phi 4 Mini Reasoning scores MATH-500: 94.6%, AIME: 57.5%, GPQA: 52.0%.

What are the context window sizes for Ling 3.0 Flash Fin and Phi 4 Mini Reasoning?

Ling 3.0 Flash Fin supports 262K tokens and Phi 4 Mini Reasoning 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 Phi 4 Mini Reasoning?

Key differences include LLM Stats Score (43.3 vs 7.2), licensing (Unknown vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Ling 3.0 Flash Fin and Phi 4 Mini Reasoning?

Ling 3.0 Flash Fin is developed by InclusionAI and Phi 4 Mini Reasoning is developed by Microsoft.

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