Battle of the Models

Compare specific LLM models, context windows, and capabilities.

No matches found
VS
No matches found

Gemma 4 31B (preview)

SambaNova Cloud

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Long context
Pricing Model Free / Open
View Provider Analysis →

DeepSeek: R1 (free)

DEPRECATED

OpenRouter

This model is no longer active/free — kept for reference.

Intelligence Score 65/100
Context Window 128k
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

DeepSeek: R1 (free) Wins

Equal intelligence scores (65/100), but DeepSeek: R1 (free) offers a significantly larger context window.

Close Match: The difference is minimal. Consider other factors like pricing and features.
HEAD-TO-HEAD

Detailed Comparison

Feature
Gemma 4 31B (preview)
DeepSeek: R1 (free)
Context Window
Long context 128k
Architecture
Transformer Dense Transformer
Est. MMLU Score
~60-64% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model 20 requests/minute
Daily Limit
Dependent on credits 50 requests/day (up to 1000 with $10 topup)
Capabilities
No specific data
No specific data
Performance Tier
C-Tier (Good) C-Tier (Good)
Speed Estimate
Medium 🐢 Slower (Reasoning)
Primary Use Case
General Purpose 🧠 Complex Reasoning
Model Size
31B Undisclosed
Limitations
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
  • Limits depend on account history/topup
  • Community key models
  • Free models have lower priority during peak demand
Key Strengths
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed
  • Unified API for 100+ models from all providers
  • OpenAI-compatible endpoint (drop-in replacement)
  • Automatic model fallback and routing

Similar Comparisons

Gemma 4 31B (preview)
vs
Google: Gemini 2.0 Flash (free)
DeepSeek: R1 (free)
vs
Google: Gemini 2.0 Flash (free)
Gemma 4 31B (preview)
vs
Google: Gemini 2.0 Pro (free)
DeepSeek: R1 (free)
vs
Google: Gemini 2.0 Pro (free)
Gemma 4 31B (preview)
vs
Meta: Llama 3.3 70B Instruct (free)
DeepSeek: R1 (free)
vs
Meta: Llama 3.3 70B Instruct (free)
DeepSeek: R1 (free)
vs
NVIDIA: Llama 3.1 Nemotron 70B (free)
DeepSeek: R1 (free)
vs
DeepSeek: R1 Distill Llama 70B (free)
DeepSeek: R1 (free)
vs
Mistral: Small 3 (free)
DeepSeek: R1 (free)
vs
Qwen 2.5 7B Instruct (free)
DeepSeek: R1 (free)
vs
Qwen 2.5 VL 72B Instruct (free)
DeepSeek: R1 (free)
vs
Microsoft: Phi-3 Medium (free)