Magnum v4 72B vs Gemini 3.1 Pro Preview Custom Tools
Magnum v4 72B at $3.45 in and $5.75 out and Gemini 3.1 Pro Preview Custom Tools at $2.30 in and $13.80 out — per million tokens, from the same wallet.
Magnum v4 72B
Anthracite
2.2¢
for a client proposal
$3.45 in · $5.75 out / 1M
16K context · released October 2024
Gemini 3.1 Pro Preview Custom Tools
2.3¢
for a client proposal
$2.30 in · $13.80 out / 1M
1.05M context · released 5 months ago
Asking all both at once — identical prompt, identical context — costs about 4.4¢ for a typical client proposal.
At a glance
- Cheapest input: Gemini 3.1 Pro Preview Custom Tools at $2.30 per million tokens.
- Cheapest output: Magnum v4 72B at $5.75 per million tokens.
- Largest context: Gemini 3.1 Pro Preview Custom Tools at 1.05M tokens — about 1,500 pages.
Cost per task
Estimated totals at the rates above. Solid bar is input, lighter bar is output.
Quick code fix
2K in · 500 outDraft a client proposal from notes
5K in · 800 outContext-heavy session (Alyph workspace)
155K in · 4K outAnalyze a 50-page legal contract
35K in · 1K outLarge architecture refactor
250K in · 3K outLong-context rate applied at this input size.
Solid part of each bar is input tokens, the lighter part is output. Models that don’t fit a task are marked instead of priced.
Cost vs Token Amount
Drag the slider to adjust the split between input and output workload.
Adjust the ratio slider to change how output tokens influence the final price for equivalent workloads.
Pricing
Specs
Try it with real numbers
2K tokens in · 500 tokens out.
All 2, same prompt and context: 2.1¢. That is the entire cost of the comparison.
Your $5 welcome credit covers about 235 of these.
Which should you pick?
For long documents, Gemini 3.1 Pro Preview Custom Tools has the largest context window here — 1.05M tokens.
On price, Magnum v4 72B is the cheapest of the two on a typical task, at about 2.2¢.
For images or files, Gemini 3.1 Pro Preview Custom Tools can read them directly; Magnum v4 72B is text-only.
If you want to watch the model think, Gemini 3.1 Pro Preview Custom Tools shows reasoning; the other answers directly.
Or don’t pick. Send the identical prompt to all both, read the answers side by side, and keep the winner. How to run a fair bake-off →
Questions, answered
Which is cheaper, Magnum v4 72B or Gemini 3.1 Pro Preview Custom Tools?
Which has the largest context window?
Can I run Magnum v4 72B and Gemini 3.1 Pro Preview Custom Tools side by side on Alyph?
Ask both at once
Identical prompt, identical context, answers side by side — about 4.4¢ for a typical client proposal. Free to start, with $5 of credit.