Decision support

Qwen3.5 4B vs Nemotron Cascade 2 30B A3B

Compare canonical objects directly. The useful dimensions change with the object type, so model and hardware comparisons stay separate.

Benchmark results

  • OTIS Mock AIME 2024-2025

    Best published score · Higher is better

    • Qwen3.5 4B
      55.8%
      #118 of 158
    • Nemotron Cascade 2 30B A3B
      Not reported
    Runs and sources
    Qwen3.5 4B
    • none55.8%
    Nemotron Cascade 2 30B A3B

    Not reported

Each model's best published result is shown; "Not reported" means no matched evaluation, not a score of zero. Arena and DeepSWE ranks are the leaderboards' own; other ranks are among catalogue models with a score. Results from different harnesses or settings are not directly comparable.

Benchmark compilation: Epoch AI, Capabilities & benchmarking (CC BY attribution). Scores are converted to percentages and model names matched to the Vertical Tabs catalog. Individual evaluations are credited to their original sources. External results may carry separate licences and evaluation configurations; do not interpret scores from different harnesses as directly comparable.

Model specifications

Release date
March 2, 2026
March 19, 2026
Context window
262K
256K
Native context
—
—
Max output tokens
81,920
32,768
Knowledge cutoff
—
—
Open weights
Open weights
Open weights
Parameter count
4B
30B

API pricing · USD per 1M tokens

Input
—
—
Output
—
—
Cached input
—
—
Cache write
—
—

Capabilities and modalities

Input modalities
text, image, video
text
Output modalities
text
text
Tool calling
Supported
Supported
Reasoning option
Supported
Supported
Supported options
tools, reasoning, temperature
tools, reasoning, temperature
Capabilities
—
—

Architecture and availability

Architecture
—
—
Model families
—
—
Tokenizer
—
—
Instruction format
—
—
License
Apache-2.0
—
Providers
0
0
Provider endpoints
0
0
Ollama variants
0
0
Metadata source
ai-research
ai-research

A dash means the field is not reported. Provider-specific performance and pricing may differ.

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