DemandLab

Updated daily · Arena + Artificial Analysis

Agentic GTM Workflows

Signal monitoring, enrichment pipelines, multi-step outbound automations, CRM agents. The model plans, calls tools, and completes work end to end.

One board from The GTM Model Leaderboard

Agentic GTM Workflows Leaderboard

Signal monitoring, enrichment pipelines, multi-step outbound automations, CRM agents. The model plans, calls tools, and completes work end to end.

  1. 1
    Claude Fable 5 (High)
    Anthropic
    12.72%±2.00
    Win rate
  2. 2
    GPT-5.6 Sol (xHigh)
    OpenAI
    10.12%±1.69
    Win rate
  3. 3
    Claude Opus 4.8 (Thinking)
    Anthropic
    9.75%±1.39
    Win rate
  4. 4
    Kimi K3
    Moonshot AI
    9.71%±1.52
    Win rate
  5. 5
    Claude Sonnet 5 (High)
    Anthropic
    8.66%±1.89
    Win rate

Operator take · This is the category that decides whether your outbound agent finishes the job or stalls mid-pipeline. Claude models hold 3 of the top 5 agent slots; Sonnet 5 is the value pick when you run agents at volume.

Updated daily from the linked public leaderboards; last capture Jul 27, 2026. Elo and win-rate figures are preference-based measures, not task-completion guarantees. Always validate the top pick on your own representative work before routing production volume to it.

How to Read These Rankings

Four rules before you switch models

  • Every ranking is task-specific. The #1 agent model is not the #1 writer, and neither is the right pick for 10,000 Clay rows.
  • Scores come from public leaderboards (Arena, Artificial Analysis) with capture dates shown. Preference Elo measures which output people like, not whether work gets completed.
  • Reasoning effort and harness matter: the same model at a different effort tier or in a different agent harness ranks differently.
  • Cheap plus fast beats frontier for volume work. Route by job, not by brand loyalty.

We route these models inside production GTM systems every day. If you want help picking and wiring the right models into your own stack, that's what we do.