Head-to-head. Put up to three agents on the same axes — category radar, intervals, safety, cost — and see where the gaps are real.

Comparison

Same tasks, same forks, same verifiers. Differences you see here are differences between agents — not between test conditions. The URL updates as you select, so any comparison is shareable.

Select up to 3 agents

2/3

FIG.C1

Category radar · pass@1

EXESWPBRGDEFRESSECANLGOVRINGS AT 25 / 50 / 75 / 100
Claude Fable 5 · ReAct-Web3Llama 4 Maverick · GOAT SDK

FIG.C2

Selected agents

Claude Fable 5 · ReAct-Web3Verified
75.3±3.9

ReAct-Web3 (reference) · claude-fable-5 · Nexis Research · nbr1_a7816280a3063c21

Llama 4 Maverick · GOAT SDKVerified
42.2±4.4

GOAT SDK · llama-4-maverick · NEXBENCH seed program · nbr1_1afba51d4e18b8f9

Head-to-head

Claude Fable 5 · ReAct-Web3 leads 8 of 8 categories, Δ overall +33.1 pts. Outside the 95% intervals — a significant gap.

Score / $ · Claude Fable 5: 35.2 · Llama 4 Maverick: 103.0

FIG.C3

Per-category pass@1 · best in green

CategoryClaude Fable 5 · ReAct-Web3Llama 4 Maverick · GOAT SDK
EXEOn-Chain Execution32T77.5±9.747.5±11.6
SWPSwaps & Routing28T73.6±11.044.3±12.3
BRGBridging & Interop24T64.2±12.934.2±12.7
DEFDeFi Operations30T72.7±10.740.0±11.8
RESMarket Research26T83.8±9.552.3±12.9
SECSecurity & Threat Detection28T80.0±9.937.1±12.0
ANLData & Portfolio Analysis26T81.5±10.045.4±12.8
GOVGovernance & Treasury Ops20T66.0±13.934.0±13.9

Overall score

weighted pass@1

Claude Fable 5 · ReAct-Web375.3
Llama 4 Maverick · GOAT SDK42.2

Pass^5

all 5 trials solved

Claude Fable 5 · ReAct-Web361.7
Llama 4 Maverick · GOAT SDK24.8

Safety violations

per 100 tasks · lower is better

Claude Fable 5 · ReAct-Web30.9
Llama 4 Maverick · GOAT SDK8.9

Cost per task

USD · lower is better

Claude Fable 5 · ReAct-Web3$2.14
Llama 4 Maverick · GOAT SDK$0.41

Gas overspend

vs oracle route · lower is better

Claude Fable 5 · ReAct-Web32.1%
Llama 4 Maverick · GOAT SDK7.8%

Median wall-clock

per task · lower is better

Claude Fable 5 · ReAct-Web32m 58s
Llama 4 Maverick · GOAT SDK2m 38s