Ring-2.6-1T vs Ministral 3 8B 2512

Ring-2.6-1T at $0.086 in and $0.719 out and Ministral 3 8B 2512 at $0.172 in and $0.172 out — per million tokens, from the same wallet.

Ring-2.6-1T

Inclusionai

0.1¢

for a client proposal

$0.086 in · $0.719 out / 1M

262K context · released 3 months ago

Full page →

Ministral 3 8B 2512

Mistral AI

0.1¢

for a client proposal

$0.172 in · $0.172 out / 1M

262K context · released December 2025

Full page →

Asking all both at once — identical prompt, identical context — costs about 0.2¢ for a typical client proposal.

At a glance

Cheapest input: Ring-2.6-1T at $0.086 per million tokens.
Cheapest output: Ministral 3 8B 2512 at $0.172 per million tokens.
Identical context windows: 262K tokens each.

Cost per task

Estimated totals at the rates above. Solid bar is input, lighter bar is output.

Quick code fix

2K in · 500 out

Ring-2.6-1T

0.05¢

Ministral 3 8B 2512

0.04¢

Draft a client proposal from notes

5K in · 800 out

Ring-2.6-1T

0.1¢

Ministral 3 8B 2512

0.1¢

Context-heavy session (Alyph workspace)

155K in · 4K out

Ring-2.6-1T

1.6¢

Ministral 3 8B 2512

2.7¢

Analyze a 50-page legal contract

35K in · 1K out

Ring-2.6-1T

0.37¢

Ministral 3 8B 2512

0.62¢

Large architecture refactor

250K in · 3K out

Ring-2.6-1T

2.4¢

Ministral 3 8B 2512

4.4¢

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.

80% Input20% Output

Ring-2.6-1T

Ministral 3 8B 2512

Adjust the ratio slider to change how output tokens influence the final price for equivalent workloads.

Pricing

Ring-2.6-1T

Ministral 3 8B 2512

Input / 1M tokens

$0.086

$0.172

Output / 1M tokens

$0.719

$0.172

Cached input / 1M

$0.017

Specs

Ring-2.6-1T

Ministral 3 8B 2512

Provider

Inclusionai

Mistral AI

Released

3 months ago

December 2025

Context window

262K

Max output

66K

—

Input

Text

Text and Images

Output

Text

Reasoning

Shows its thinking

Answers directly

Knowledge cutoff

—

Try it with real numbers

2K tokens in · 500 tokens out.

Ring-2.6-1T

Inclusionai

0.05¢

for this task

32% input · 68% output

Full pricing →

Ministral 3 8B 2512

Mistral AI

0.04¢

for this task

80% input · 20% output

Full pricing →

All 2, same prompt and context: 0.1¢. That is the entire cost of the comparison.

Your $5 welcome credit covers about 5,191 of these.

Which should you pick?

On price, Ministral 3 8B 2512 is the cheapest of the two on a typical task, at about 0.1¢.

For images or files, Ministral 3 8B 2512 can read them directly; Ring-2.6-1T is text-only.

If you want to watch the model think, Ring-2.6-1T 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 →

Ring-2.6-1T pricing →Ministral 3 8B 2512 pricing →Add Lyria 3 Clip Preview Add Grok 4.20

Questions, answered

Which is cheaper, Ring-2.6-1T or Ministral 3 8B 2512?

On a typical client proposal (5K tokens in, 800 out): Ministral 3 8B 2512 at 0.1¢; Ring-2.6-1T at 0.1¢. Long prompts can change the order when long-context rates apply.

Which has the largest context window?

They are identical — 262K tokens each, about 370 pages.

Can I run Ring-2.6-1T and Ministral 3 8B 2512 side by side on Alyph?

Yes — that is what Alyph is built for: the identical prompt with identical context to all 2, answers rendered side by side, billed from one wallet. This exact combination costs about 0.2¢ for a typical task.

Ask both at once

Identical prompt, identical context, answers side by side — about 0.2¢ for a typical client proposal. Free to start, with $5 of credit.