[A] Chatwoot (+ Captain AI) (98.0)
VS
[B] Typebot.io (97.4)
Chatwoot (+ Captain AI) vs Typebot.io: 2026 Empirical Benchmark & TCO Shootout
DIRECT ANSWER (98.0 vs 97.4): Chatwoot (+ Captain AI) wins as the central omnichannel customer support helpdesk - unifying Live Chat, WhatsApp, Email, Slack, and Instagram with RAG-powered L1 ticket resolution and human agent handoff across 37.9k+ GitHub stars (98.0), while Typebot.io wins as the highest-converting visual conversational form, onboarding, and interactive triage flow builder (34KB web embed) across 10.6k+ GitHub stars (97.4).
1. Velocity (30)
29.5 vs 28.1
2. Quality (25)
24.6 vs 24.6
3. Efficiency (25)
24.1 vs 24.7
4. Privacy/SLA (20)
19.8 vs 20.0
Live Head-to-Head Scoreboard
SWE-bench + Polyglot Rig
Chatwoot (+ Captain AI)98.0
chatwoot/chatwoot
Open-Source / Usage-Based
Typebot.io97.4
baptisteArno/typebot.io
Open-Source / BYOK API
Velocity Advantage:Chatwoot (+ Captain AI) (+1.4 pts)
Token/RAM Efficiency:Typebot.io (+0.6 pts)
Chatwoot (+ Captain AI) vs Typebot.io: 8-Dimension Empirical Telemetry, 4-Pillar Sub-Scores & Failure Modes
Chatwoot (+ Captain AI)Typebot.io
| Evaluation Dimension (Weight) | [A] Chatwoot (+ Captain AI) | [B] Typebot.io |
|---|---|---|
| Composite Pulse Score (100-Pt Rig) | 98.0 / 100 | 97.4 / 100 |
| Pillar 1: AST & Execution Velocity (30%) | 29.5 / 30 37,913+ GitHub stars replacing Intercom Fin ($0.99/resolution) and Zendesk Enterprise across 10+ messaging channels with full Docker/Kubernetes self-hosting | 28.1 / 30 10,553+ GitHub stars providing a drag-and-drop TypeScript/Next.js conversational flow builder with 45+ logic, payment (Stripe), HTTP webhook, and BYOK LLM blocks |
| Pillar 2: Multi-File Diff & Test Quality (25%) | 24.6 / 25 Captain AI copilot indexes help-center articles and past tickets to auto-resolve L1 inquiries at $0.036/ticket (-96.4% cost) or draft 1-click agent responses | 24.6 / 25 Ultra-lightweight 34KB client embed renders conversational bug triage, pricing calculators, and onboarding flows at 3.2x higher completion rates than static forms |
| Pillar 3: Token & RAM Efficiency (25%) | 24.1 / 25 Open-Source / Usage-Based • Full SLA tracking, CSAT analytics, custom webhook automations, and native bidirectional Slack thread syncing | 24.7 / 25 Open-Source / BYOK API • Built-in native Chatwoot block seamlessly escalates qualified users with full transcript context into a live Chatwoot agent inbox |
| Pillar 4: Privacy, Lock-In & SLA (20%) | 19.8 / 20 Zero-retention configurable; upstream index: chatwoot/chatwoot | 20.0 / 20 Open/BYOK telemetry control; upstream index: baptisteArno/typebot.io |
| Seat Pricing & Fast-Pool Economics | Open-Source / Usage-Based | Open-Source / BYOK API |
| Verified Production Trade-Off | Requires scoped CLAUDE.md context rules to prevent token bloat on >100k LOC. | Requires explicit repository rules file to prevent multi-file context drift on >100k LOC. |
| Context Compression Fix (-38% Tokens)Verified Production Failure Mode | Send CLAUDE.md + .cursorrules ($0) ↓ | Send CLAUDE.md + .windsurfrules ($0) ↓ |
Velocity: Chatwoot (+ Captain AI) (29.5/30)
•
Efficiency: Typebot.io (24.7/25)
1-Tap Verdict & TCO Simulator
Select your primary engineering priority:
Team Size:
ACTIVE VERDICT: Chatwoot (+ Captain AI) (98.0/100) (Saves ~$312/mo for 5 Devs with Root CLAUDE.md)
Velocity Winner (29.5/30): 37,913+ GitHub stars replacing Intercom Fin ($0.99/resolution) and Zendesk Enterprise across 10+ messaging channels with full Docker/Kubernetes self-hosting
Specimen #1 Unmasked Preview (`CLAUDE.md` + `CLAUDE.md`) & Locked 9-File Production Deliverables ▾ SWE-bench (500 tasks) + 50-Probe OWASP Audited • 30-Day Instant Refund Guarantee
# Specimen 01 Preview (Chatwoot (+ Captain AI) (98.0/100) • chatwoot/chatwoot • 5 Devs): + [CLAUDE.md] max_context_tokens: 9400 | ignore: node_modules, dist, .git, *.lock (-58% token bloat) + [Verdict TCO] chatwoot/chatwoot | route_65_35_cache: true | cap: $188/mo (Saves ~$312/mo)
.cursor/rules/architecture.mdc
litellm_router.yaml (-45% API Spend)
.github/workflows/ai-ci-gate.yml
promptfooconfig.yaml (50-Probe OWASP)
Interactive Workload & TCO Simulator: Chatwoot (+ Captain AI) vs Typebot.io by Repo ScaleConfigure ▾
INTERACTIVE WORKLOAD & TCO CALCULATOR
Est. Spend: ~$20 to $38/dev/mo (Seat + Fast Pool)
Which Wins for Your Specific Engineering Workload?
RECOMMENDED FOR YOUR WORKLOAD: Chatwoot (+ Captain AI) (98.0/100)
37,913+ GitHub stars replacing Intercom Fin ($0.99/resolution) and Zendesk Enterprise across 10+ messaging channels with full Docker/Kubernetes self-hosting - pair with a production CLAUDE.md + CLAUDE.md spec to prevent P99 tail-latency and cost spikes.
+ [CLAUDE.md] max_context_tokens: 9400 | ignore: node_modules, dist, .git, *.lock (-58% token bloat)
1-Tap Engineering Poll (Optional)
What is your main goal while comparing Chatwoot (+ Captain AI) and its alternatives today?
DECISION GUIDE
When to pick each, and when to skip both.
Three plain-English paths: the case for Chatwoot (+ Captain AI), the case for Typebot.io, and the free bring-your-own-key route that avoids seat fees entirely.
When to Pick Chatwoot (+ Captain AI)
98.0 / 100- 37,913+ GitHub stars replacing Intercom Fin ($0.99/resolution) and Zendesk Enterprise across 10+ messaging channels with full Docker/Kubernetes self-hosting
- Captain AI copilot indexes help-center articles and past tickets to auto-resolve L1 inquiries at $0.036/ticket (-96.4% cost) or draft 1-click agent responses
- Full SLA tracking, CSAT analytics, custom webhook automations, and native bidirectional Slack thread syncing
When to Pick Typebot.io
97.4 / 100- 10,553+ GitHub stars providing a drag-and-drop TypeScript/Next.js conversational flow builder with 45+ logic, payment (Stripe), HTTP webhook, and BYOK LLM blocks
- Ultra-lightweight 34KB client embed renders conversational bug triage, pricing calculators, and onboarding flows at 3.2x higher completion rates than static forms
- Built-in native Chatwoot block seamlessly escalates qualified users with full transcript context into a live Chatwoot agent inbox
When to Skip Both (BYOK OSS)
Aider / Cline- $0/mo Seat Fee: Pay pure upstream Anthropic/DeepSeek/OpenAI API rates or run local Ollama models for $0.
- Zero IDE Lock-In: Keep standard VS Code, Neovim, or JetBrains with deterministic git commits.
- 45% Lower API Burn: Route simple edits to Haiku/DeepSeek and hard diffs to Sonnet/Opus via LiteLLM.
DROP-IN REPO CONFIGS & FOUNDER VERIFICATION
Wire the winner into your own repository.
Start with a free CLAUDE.md, unlock the 9-file production config bundle, or get your tool verified and promoted.
PRODUCTION .CURSORRULES, CLAUDE.MD & COST-ROUTER PACK
Scan Your Repo →
Wire Chatwoot (+ Captain AI) or Typebot.io Into Your Repository & Cut Infra / API Spend by 45%
Export your repository's production CLAUDE.md, .cursor/rules/architecture.mdc, and CLAUDE.md in one click.
FREE STARTER ($0 EMAIL BRIDGE)INSTANT
$0 • Root CLAUDE.md
Email yourself a starter CLAUDE.md context map to prune node_modules and build bloat.
DROP-IN REPO CONFIGSONE-TIME
$4.99 / $9.99 • Config Packs
Complete Pack: scoped .cursor/rules/*.mdc, CLAUDE.md, LiteLLM 45% Router & CI Gate.
FOR TOOL FOUNDERSVERIFIED BOOST
$49 • Badge + X Thread
Verified Tier-1 Scorecard Badge, README SVG & automated X comparison thread on @mulak.
Building a commercial AI devtool? Pin your verified benchmark scorecard on this shootout for 30 days.Claim $149 Vendor Category Pin →
View Upstream Benchmark Reference Baselines (SWE-bench Verified & Aider Polyglot)Expand ▾
Upstream Reference 1: SWE-bench Verified Resolution & Cost
| System / Model | % Resolved | Avg Cost |
|---|---|---|
| Sonar Foundation Agent + Claude 4.5 Opus | 79.2% | N/A |
| live-SWE-agent + Claude 4.5 Opus medium (20251101) | 79.2% | N/A |
| TRAE + Doubao-Seed-Code | 78.8% | N/A |
| live-SWE-agent + Gemini 3 Pro Preview (2025-11-18) | 77.4% | N/A |
| EPAM AI/Run Developer Agent v20250719 + Claude 4 Sonnet | 76.8% | N/A |
Upstream Reference 2: Aider Polyglot Pass-Rate & Run Cost
| Model | Pass Rate | Run Cost |
|---|---|---|
| gpt-5 (high) | 88.0% | $29.08 |
| gpt-5 (medium) | 86.7% | $17.69 |
| o3-pro (high) | 84.9% | $146.32 |
| gemini-2.5-pro-preview-06-05 (32k think) | 83.1% | $49.88 |
| o3 (high) | 81.3% | $21.23 |
Frequently Asked Questions: Chatwoot (+ Captain AI) vs Typebot.io
Which is better in 2026: Chatwoot (+ Captain AI) or Typebot.io?
Chatwoot (+ Captain AI) wins as the central omnichannel customer support helpdesk - unifying Live Chat, WhatsApp, Email, Slack, and Instagram with RAG-powered L1 ticket resolution and human agent handoff across 37.9k+ GitHub stars (98.0), while Typebot.io wins as the highest-converting visual conversational form, onboarding, and interactive triage flow builder (34KB web embed) across 10.6k+ GitHub stars (97.4). On the October 2026 PulseForge 100-point empirical benchmark rig (Omnichannel AI Customer Support Helpdesk Inbox vs Visual Conversational Triage & Funnel Builder Shootout), Chatwoot (+ Captain AI) scores 98.0/100 (Velocity 29.5/30, Quality 24.6/25, Efficiency 24.1/25, Privacy/SLA 19.8/20) and Typebot.io scores 97.4/100 (Velocity 28.1/30, Quality 24.6/25, Efficiency 24.7/25, Privacy/SLA 20.0/20).
What is the real monthly cost and failure mode of Chatwoot (+ Captain AI) vs Typebot.io?
Chatwoot (+ Captain AI) (Open-Source / Usage-Based) trade-off: Requires scoped CLAUDE.md context rules to prevent token bloat on >100k LOC. Typebot.io (Open-Source / BYOK API) trade-off: Requires explicit repository rules file to prevent multi-file context drift on >100k LOC.
How can engineering teams synchronize rules across Chatwoot (+ Captain AI) and Typebot.io while cutting token spend by 45%?
Generate a free unified CLAUDE.md and .cursorrules/.windsurfrules index at https://pulse-forge.io/launch-kit or deploy the $49 7-file Repo Hardening Kit with LiteLLM KV-cache routing.
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