Inference Comparator

Your inference. With the receipts.

Model your current business — then see what changes when every inference call is signed, compliant, and priced as a premium tier. No competitor data required. Your numbers, your math.

Your Current Stack

10M
4,000

$1.50
$4.00

ML-DSA-65 baseline — 7ms signing, $0.00022/fragment
+25%
Signed, compliant inference commands a higher price. Set to 0 to model cost savings only.
Your Business Today Unsigned
Monthly Revenue
Monthly Cost
Gross Margin
Margin %
Your Business With Hive AFIR
Monthly Revenue
Monthly Cost
Gross Margin
Margin %
Hive signing overhead (per call)
Inference cost savings (AFIR routing)
Premium revenue from signed tier
Net margin improvement
The signed tier advantage
Annual revenue upside — from running the same volume, signed, at a premium price. Together and Fireworks cannot offer this tier.
Market Intelligence
Enter what you believe your competitors charge. No data leaves this page. We do the math — you see where you stand.

10M
$1.50
$4.00
4,000


ML-DSA-65 baseline — 7ms signing, $0.00022/fragment
+25%
Market Comparison Live
Provider Cost/1M tok Price/1M tok Monthly Rev Margin % Signed?
You + Hive vs. The Market Signed Tier
Your margin today
Your margin with Hive
Market avg margin
Your edge vs. market
The moat competitors can't copy in a quarter
You run the same volume. You sign every call. You offer enterprise customers a compliance artifact nobody else on this list can produce. The margin improvement is per month. The moat is permanent.
Hive

Our inference makes the difference.

Signed. Compliant. Faster. Yours.

See AFIR →