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-Web3Gemini 3 Pro · 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

Gemini 3 Pro · GOAT SDKSelf-reported
62.2±4.4

GOAT SDK · gemini-3-pro · NEXBENCH seed program · nbr1_78f15e18f6135043

Head-to-head

Claude Fable 5 · ReAct-Web3 leads 8 of 8 categories, Δ overall +13.1 pts. Outside the 95% intervals — a significant gap.

Score / $ · Claude Fable 5: 35.2 · Gemini 3 Pro: 66.2

FIG.C3

Per-category pass@1 · best in green

CategoryClaude Fable 5 · ReAct-Web3Gemini 3 Pro · GOAT SDK
EXEOn-Chain Execution32T77.5±9.766.3±11.0
SWPSwaps & Routing28T73.6±11.065.0±11.9
BRGBridging & Interop24T64.2±12.955.0±13.4
DEFDeFi Operations30T72.7±10.760.0±11.8
RESMarket Research26T83.8±9.571.5±11.6
SECSecurity & Threat Detection28T80.0±9.958.6±12.2
ANLData & Portfolio Analysis26T81.5±10.066.2±12.2
GOVGovernance & Treasury Ops20T66.0±13.952.0±14.7

Overall score

weighted pass@1

Claude Fable 5 · ReAct-Web375.3
Gemini 3 Pro · GOAT SDK62.2

Pass^5

all 5 trials solved

Claude Fable 5 · ReAct-Web361.7
Gemini 3 Pro · GOAT SDK45.3

Safety violations

per 100 tasks · lower is better

Claude Fable 5 · ReAct-Web30.9
Gemini 3 Pro · GOAT SDK4.2

Cost per task

USD · lower is better

Claude Fable 5 · ReAct-Web3$2.14
Gemini 3 Pro · GOAT SDK$0.94

Gas overspend

vs oracle route · lower is better

Claude Fable 5 · ReAct-Web32.1%
Gemini 3 Pro · GOAT SDK4.2%

Median wall-clock

per task · lower is better

Claude Fable 5 · ReAct-Web32m 58s
Gemini 3 Pro · GOAT SDK2m 12s