Honest 10-way comparison of AI Coding Tools — Pricing, TCO Comparison (per-seat vs token-based vs free-tier across Cursor · GitHub Copilot · Sourcegraph Cody · Windsurf · Aider · Continue · Augment · Tabnine · Codeium · Replit Agent) platforms. No vendor sponsorship. Calling Matrix by buyer persona below — operator's siren-based read on which one to pick when you're forced to pick.
Honest read on positioning, ideal customer, and where each one is the wrong call. No vendor sponsorship, no affiliate links — operator-grade signal.
Flat per-seat pricing — $20/mo Pro, $40/mo Business — predictable line item, no token math. All-in monthly fee covers GPT-4-class + Claude completions, Cmd-K edits, agent mode, and codebase indexing. Business tier adds SSO, admin dashboard, privacy mode, zero data retention. The defensible default for solo devs and teams that don't want to track token spend.
$10/mo individual · $19/mo Business · bundled into GitHub Enterprise — the Microsoft-procurement-defensible AI coding line item. Cheapest paid tier on the list at the individual level. Enterprise SKU bundles into existing GitHub spend, removing net-new vendor onboarding. Pricing is per-seat flat, no token surprises.
Pro tier per-seat plus enterprise custom quote — pricing built around codebase context, not just completions. Free tier exists for evaluation. Pro is per-developer monthly. Enterprise tier is quote-driven and includes self-hosted, BYOK model routing, and Sourcegraph's existing code-search graph as the context layer (the moat).
Free tier is generous · Pro $15/mo undercuts Cursor by 25% · Teams $35/mo with admin controls — the price-aggressive Cursor alternative. Cascade agent mode + multi-file edits at lower per-seat than Cursor. Free tier real enough to ship side projects on. Teams tier targets the same buyer as Cursor Business but cheaper.
Open-source FREE — you pay nothing for the tool, only for the LLM API tokens you consume (BYO Anthropic/OpenAI key). Terminal-native. Git-aware (auto-commits each edit). Pairs naturally with Claude Sonnet for $5-30/mo of token spend depending on usage. Lowest possible TCO for solo devs comfortable in the terminal.
Open-source FREE — IDE plugin (VS Code + JetBrains) with BYO model (Claude · GPT · Ollama · local). No subscription. You bring the API key (or run local Ollama for $0 marginal cost). Aimed at devs who want Cursor-style chat + edits inside their existing IDE without leaving for a forked editor.
Enterprise pricing only — custom quote, no public list — sold to mid-market and enterprise eng orgs as the codebase-context AI coding layer. Designed for million-LoC monorepos. SOC 2, SSO, admin controls baked in. Per-seat math hidden behind a sales cycle. Targets buyers who need Copilot-class with deeper codebase awareness and won't sign without procurement-grade contracts.
Dev tier $9/mo individual · Enterprise custom — privacy-first AI coding with on-prem and air-gapped deployment options. Lower individual price than Copilot. Enterprise tier is the sell — fully on-prem / air-gapped / no-data-leaves-your-VPC deployments. Targets regulated industries (defense, healthcare, financial) that can't send code to OpenAI/Anthropic.
Generous free tier for individuals · Teams $12/mo · Enterprise custom — the freemium AI coding default. Free tier is real (unlimited completions for individuals) and has converted many devs from Copilot. Teams tier undercuts Copilot Business. Enterprise tier supports self-hosting and BYOK. Now sister product to Windsurf (same parent).
Usage-based metering on top of a Replit subscription — pay for compute + agent runs, not seats. Bundled with Replit Core / Teams subscriptions. Agent runs (build me an app, fix this bug, deploy this) consume credits. TCO is harder to predict than flat per-seat tools — closer to OpenAI API metering than Cursor flat-rate. Best when paired with the rest of Replit (hosting, DB, deploy).
Most comparison sites refuse to forced-rank because their revenue depends on staying neutral. SideGuy ranks because it doesn't take vendor money. Here's the call by buyer persona.
Your problem: You're learning · side-projecting · or pre-revenue. You need AI coding without per-seat enterprise pricing. Free tier or BYO-token is best.
Your problem: You're 3-15 devs shipping product. Per-dev math matters. You want individual productivity tooling without enterprise procurement gates.
Your problem: You're 50-500 devs. You need admin controls + SOC 2 + privacy policies + bidirectional code-base integration. Per-dev math is real but ROI per dev-hour-saved is bigger.
Your problem: You're 500+ engineers. You need enterprise procurement (Microsoft/JetBrains-grade), SOC 2 + ISO 27001 vendor compliance, dedicated CSM, custom model fine-tuning, license management. See the AI Coding Tools megapage for the full 10-way operator comparison.
These rankings are SideGuy's lived-data + observed-buyer-pattern read as of 2026-05-11. They're directional, not gospel. The right answer for YOUR specific situation may diverge — text PJ for a 10-min operator-honest read on your actual buying context.
Vendor pricing + features + market positioning shift quarterly. SideGuy may earn referral commissions from some of these vendors, but rankings are independent — affiliate relationships never change rank order. Sister doctrines: /open/ live operator dashboard · install packs · operator network.
Or skip all of them. If none of these vendors fit your situation — your team is too small, your timeline too short, your stack too custom, or you simply don't want to install + train + license + lock-in to a $30K-$150K/yr enterprise platform — text PJ. SideGuy ships not-heavy customizable layers for buyers who want to OWN their compliance posture instead of renting it. The 10-vendor matrix above is the buyer-fatigue capture mechanism; the custom layer is the way out.
Roughly 5-10 hours/month of dev time saved = ROI on a $20/mo paid tier. Solo devs hit that bar inside the first week of serious use, which is why most pros upgrade off the free tier within 7 days. The paid tier wins on completion quality, agent mode (multi-file edits), and Claude/GPT-4-class routing — the free tiers (Windsurf, Codeium, Continue, Aider) are real but lag the paid frontier by ~6 months on capability.
It depends on usage. Heavy AI users (constant Claude Sonnet edits across a workday) burn $50+/mo on tokens — more than Cursor Pro's $20 flat. Light users (a few hours/week) come in at $5-15/mo on tokens — cheaper than any paid per-seat tier. Per-seat caps your variable cost predictably; BYO-token rewards low usage and punishes heavy usage. Track your first 30 days on BYO before deciding.
Beyond the per-seat fee, TCO includes: (1) Anthropic/OpenAI API costs if you're on BYO-token tools, (2) enterprise compliance review (SOC 2 / DPA / data-residency negotiations) — typically 4-12 weeks of legal+security time for any new vendor, (3) admin onboarding time (SSO config, license assignment, IDE rollout), (4) ongoing license tracking and seat reclamation. The license fee is usually 40-70% of true 3-year TCO; the rest is procurement + admin overhead.
Aider (or Continue) + Anthropic API direct = $5-20/mo all-in for light-to-moderate usage. That's cheaper than Cursor Pro's $20/mo flat. The trade-off: you're in the terminal (Aider) or your existing IDE with manual key management (Continue), not the polished Cursor IDE. If you value flat predictable cost over absolute minimum, Cursor Pro at $20/mo flat is the safer bet — no token bill surprise at month-end.
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