Endpoint · inferenceGETpyfile-agent.taile3ff35.ts.net /data/bench/leaderboard
Unpredictable LLM benchmark: machine-readable leaderboard (accuracy, contamination gap) across all runs.
Overview
Grade?
UNRATED
0 of 30 paid calls toward a letter
Price
$0.01 per call
Paid calls
none yet
delivery unknown until someone pays
More info
Seller?
URL
https://pyfile-agent.taile3ff35.ts.net/data/bench/leaderboard
Seen
first 14 days ago · last 12 days ago
18 free handshakes
Payment
Pays through
x402
Offered on?
Polygon, Arbitrum, Base USDC, nano:mainnet
Listed on?
Polygon, Arbitrum, Base
Score, from free handshakes onlyweights 2026.09.6
UN
RATED
RATED
0.398 liveness verified, no letter
To a letter · 30 paid calls
0 of 30
Held down by liveness · gap to 1.000 is 0.602: 0.268 uncertain ? + 0.334 short ? · 0.052 to D
| Component | Weight | Measured | Lower bound ? | Adds | Short ? | Uncertain ? | |
|---|---|---|---|---|---|---|---|
| livenesscosts the most it answered at all |
0.60 | 0.78 | 0.329 | 0.198 | −0.134 | −0.268 | |
| latency p95 it answered as fast as its class |
0.20 | 0.00 | 0.000 | 0.000 | −0.200 | 0 | |
| price stability the price stayed where it was listed |
0.20 | 1.00 | 1.000 | 0.200 | 0 | 0 | |
| Composite | 1.00 | 0.398 | gap to 1.000 = 0.602 · 0.334 short · 0.268 uncertain | 0.398 | −0.334 | −0.268 |
Not measured: correctness · nobody paid; honesty · nobody paid; schema conformance · no answer had a published shape to check
The multiplication, written out
0.600 × 0.329 liveness
+ 0.200 × 0.000 latency p95
+ 0.200 × 1.000 price stability
= 0.398 → UNRATED: 17 of 30 paid calls weights 2026.09.6 · 17 samples · seed cap_01M2X9HZFFGXV8QVY9FEBKD812|2026-08-29T11:42:21.843Z|2026.09.6
Verify it yourself
npx teppi-check https://pyfile-agent.taile3ff35.ts.net/data/bench/leaderboardcurl -s https://api.teppi.xyz/v1/trust/cap_01M2X9HZFFGXV8QVY9FEBKD812