AI Tool Comparison
Comparing as AI Code Generation & AutocompleteGroq vs Windsurf (Devin Desktop)
Compare features, pricing, pros & cons, and user ratings to decide which AI tool is best for your needs.
Groq
VS
Windsurf (Devin Desktop)
Verdict by Category
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Detailed Comparison
Feature
Groq
Windsurf (Devin Desktop)
Pricing
FreemiumGroqCloud uses pay-as-you-go pricing per million tokens with no seat license or minimum spend. Rates range from roughly $0.05 input / $0.08 output for Llama 3.1 8B Instant up to about $1.00 input / $3.00 output for Kimi K2, with the flagship Llama 3.3 70B Versatile priced at $0.59 input / $0.79 output and GPT-OSS 120B at $0.15 input / $0.60 output. Whisper v3 Turbo transcription is priced at $0.04 per hour of audio. A free tier is available to all registered users with no credit card required, offering access to every model at 30 requests per minute. The Batch API and prompt caching each cut rates by roughly 50%, and can be combined for an effective rate of about 25% of on-demand pricing on eligible workloads. Enterprise pricing, including GroqAssured governance features and dedicated GroqMetal infrastructure, is available by contacting Groq's sales team.
FreemiumDevin Desktop, formerly Windsurf, offers a Free plan at $0/month with unlimited access to Cognition's SWE-1.6 coding model and limited Cascade/Devin Local flow actions. The Pro plan costs $20/month and is the most popular tier, unlocking higher usage limits and access to premium models like Claude and GPT. A Max plan is available at $200/month for heavier usage. Teams pricing is $80/month as a base fee plus $40/month per full seat. Enterprise pricing is custom and includes SOC 2 Type II certification, SSO integration, audit logging, centralized admin controls, and a self-hosted inference option for HIPAA, FedRAMP, or CMMC compliance needs. Existing Windsurf subscribers kept their original plan pricing unchanged after the June 2026 rebrand to Devin Desktop.
Categories
AI Developer APIs & PlatformsAI Coding Assistants
AI Coding Assistants
Summary
The fastest inference cloud for open-source LLMs, powered by custom LPU chips
The AI-native code editor from Codeium, now Devin Desktop by Cognition AI
Groq Pros & Cons
Pros
- Consistently ranks among the fastest LLM inference providers thanks to purpose-built LPU hardware
- OpenAI-compatible API makes migration from existing integrations fast
- Generous free tier with no credit card required and access to every hosted model
- Batch API and prompt caching can stack to roughly 25% of on-demand pricing
- Proven at scale with 3M+ developers and demanding real-time customers like McLaren F1
Cons
- Only hosts open-source models (Llama, Mixtral, Gemma, Qwen, DeepSeek distills), so there's no access to proprietary models like GPT or Claude through the platform
- The December 2025 NVIDIA licensing deal and departure of founder Jonathan Ross as CEO introduce some uncertainty about the platform's long-term technical direction
- No self-serve fine-tuning; customization requires contacting Groq's sales team or submitting an Enterprise request
- Free tier is limited by requests-per-minute (30 RPM) rather than a generous token allowance, which can bottleneck bursty workloads
- Full pricing isn't published for every capability, and Enterprise/GroqAssured governance features require a custom conversation
Windsurf (Devin Desktop) Pros & Cons
Pros
- Free tier gives genuinely useful daily coding assistance without a credit card
- Agent Command Center lets developers manage local and cloud AI agents from one unified view
- Agent Client Protocol support means it works alongside Claude Code, Codex, and other third-party agents
- Devin Local is a faster, more token-efficient successor to Cascade, up to 30% more efficient
- Backed by Cognition AI's broader Devin platform, giving a clear path from local edits to full cloud delegation
Cons
- Cascade, the local agent that defined Windsurf's identity, is being fully retired and replaced by Devin Local as of July 1, 2026
- The rebrand and ownership change (Codeium to Cognition AI) has caused confusion for long-time users about what changed
- Model access is managed through Cognition's infrastructure rather than allowing bring-your-own-key configuration like some competitors
- Cloud-based processing sends code context to Cognition's servers, which may not meet CMMC, HIPAA, or FedRAMP requirements without the enterprise self-hosted option
- Heavier agentic use requires the Pro plan or above; the free tier is best suited for individual, lighter usage