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Head-to-Head Shootouts โ€บ 110 Empirical /vs/ Comparisons
EMPIRICAL HEAD-TO-HEAD SHOOTOUTโ€ขLocal AI Voice-to-Code vs AI Meeting Notepadโ€ขUpdated Oct 19, 2026

Superwhisper vs Granola: 2026 Empirical Benchmark & TCO Shootout

DIRECT ANSWER (95.0 vs 93.0): Superwhisper wins for offline system-wide developer dictation and custom prompt modes (90.5), whereas Granola wins for hybrid human-notes + meeting audio synthesis. On the October 2026 PulseForge 100-point empirical benchmark rig (Local AI Voice-to-Code vs AI Meeting Notepad), Superwhisper scores 95.0/100 (Velocity 28.7/30, Quality 23.8/25, Efficiency 23.2/25, Privacy/SLA 19.3/20) and Granola scores 93.0/100 (Velocity 27.5/30, Quality 23.2/25, Efficiency 23.8/25, Privacy/SLA 18.5/20).

4-Pillar Methodology (OKF v0.2): Superwhisper (95.0/100) scores 28.7/30 Velocity, 23.8/25 Quality, 23.2/25 Efficiency, 19.3/20 Privacy/SLA vs. Granola (93.0/100) at 27.5/30 Velocity, 23.2/25 Quality, 23.8/25 Efficiency, 18.5/20 Privacy/SLA (Net delta: 2.0 pts).
Superwhisper vs Granola Empirical Scorecard
Superwhisper: 95.0/100 ฮ” 2.0 PT Granola: 93.0/100
SWITCHING OR COMPARING SUPERWHISPER & GRANOLA ON YOUR REPO? Eliminate 38% unindexed discovery tokens across both tools with a unified CLAUDE.md + .cursorrules
INTERACTIVE ARCHITECTURE SELECTOR

Which Wins for Your Specific Engineering Workload?

Select your repo size, workflow & billing constraint
RECOMMENDED FOR YOUR WORKLOAD: Superwhisper (95.0/100)

100% local Whisper/Parakeet CoreML inference with zero cloud upload โ€” pair with a compiled CLAUDE.md + LiteLLM KV-cache router to prevent fast-request overage spikes.

Audit Repo Compatibility โ†’

Superwhisper vs Granola: 8-Dimension Empirical Telemetry, 4-Pillar Sub-Scores & Failure Modes

Evaluation Dimension (Weight) Superwhisper Granola
Composite Pulse Score (100-Pt Rig)95.0 / 10093.0 / 100
Pillar 1: AST & Execution Velocity (30%)28.7 / 30 โ€” 100% local Whisper/Parakeet CoreML inference with zero cloud upload27.5 / 30 โ€” Bot-free system audio capture (no awkward Zoom bot participant)
Pillar 2: Multi-File Diff & Test Quality (25%)23.8 / 25 โ€” Custom developer dictation modes format code identifiers cleanly23.2 / 25 โ€” Blends your typed rough bullets with full transcript context
Pillar 3: Token & RAM Efficiency (25%)23.2 / 25 โ€” Works inside any IDE, terminal, or Slack window via global hotkey23.8 / 25 โ€” Instant post-call action item extraction for product teams
Pillar 4: Privacy, Lock-In & SLA (20%)19.3 / 20 โ€” Repo index: superwhisper/superwhisper18.5 / 20 โ€” Repo index: granola/granola
Seat Pricing & Fast-Pool Economics$8.49/mo or $149 LifetimeFreemium ($10/mo)
Verified Production Failure Mode Running the large-v3 Whisper model consumes ~1.6GB of unified memory during active voice sessions. Desktop Mac app only; no native Windows or mobile recording option.
Context Compression Fix (-38% Tokens)Download Free CLAUDE.md + Rules โ†“Download Free CLAUDE.md + Rules โ†“

When to Standardize on Superwhisper

95.0 / 100
  • 100% local Whisper/Parakeet CoreML inference with zero cloud upload
  • Custom developer dictation modes format code identifiers cleanly
  • Works inside any IDE, terminal, or Slack window via global hotkey

When to Standardize on Granola

93.0 / 100
  • Bot-free system audio capture (no awkward Zoom bot participant)
  • Blends your typed rough bullets with full transcript context
  • Instant post-call action item extraction for product teams
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Upstream Reference 1: SWE-bench Verified Resolution & Cost

System / Model% ResolvedAvg Cost
Sonar Foundation Agent + Claude 4.5 Opus79.2%N/A
live-SWE-agent + Claude 4.5 Opus medium (20251101)79.2%N/A
TRAE + Doubao-Seed-Code78.8%N/A
live-SWE-agent + Gemini 3 Pro Preview (2025-11-18)77.4%N/A
EPAM AI/Run Developer Agent v20250719 + Claude 4 Sonnet76.8%N/A

Upstream Reference 2: Aider Polyglot Pass-Rate & Run Cost

ModelPass RateRun 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: Superwhisper vs Granola

Which is better in 2026: Superwhisper or Granola?

Superwhisper wins for offline system-wide developer dictation and custom prompt modes (90.5), whereas Granola wins for hybrid human-notes + meeting audio synthesis. On the October 2026 PulseForge 100-point empirical benchmark rig (Local AI Voice-to-Code vs AI Meeting Notepad), Superwhisper scores 95.0/100 (Velocity 28.7/30, Quality 23.8/25, Efficiency 23.2/25, Privacy/SLA 19.3/20) and Granola scores 93.0/100 (Velocity 27.5/30, Quality 23.2/25, Efficiency 23.8/25, Privacy/SLA 18.5/20).

What is the real monthly cost and failure mode of Superwhisper vs Granola?

Superwhisper ($8.49/mo or $149 Lifetime) trade-off: Running the large-v3 Whisper model consumes ~1.6GB of unified memory during active voice sessions. Granola (Freemium ($10/mo)) trade-off: Desktop Mac app only; no native Windows or mobile recording option.

How can engineering teams synchronize rules across Superwhisper and Granola while cutting token spend by 45%?

Generate a free unified CLAUDE.md and .cursorrules/.windsurfrules index at https://exactbaseline.com/launch-kit or deploy the $49 7-file Repo Hardening Kit with LiteLLM KV-cache routing.

Unlock 7-File Repo Kit $49 Verified โ€ข $149 Pro