agent · ai-coding-agents
Qodo vs Warp AI
55 fields both were evaluated on, 35 of them different — including where one discloses something the other does not. Every value links to the document it came from. 20 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Qodo | Warp AI |
|---|---|---|
| Audit trail· | “Audit trail Every issue and compliance flag logged for full traceability.”qodo.ai · checked Aug 7, 2026 | Each agent run captures a screenshot or video recording, giving a reviewable record before a PR ships. “every factory agent captures a screenshot or video so you can verify its work before shipping a PR.”warp.dev · checked Sep 10, 2026 |
| Explainability· | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | A worked example shows the agent narrating a root-cause fix and opening a PR, illustrating that its actions come with a stated rationale rather than being opaque. “Found it — the testimonials section was hidden by collapsing divs. Patched, PR #436 is up for review.”warp.dev · checked Sep 10, 2026 |
| Runtime governance· | “Governance VISIBILITY Visibility into every issue, in one place Track critical findings, resolution rates and open issues across every repo and pull request in one view”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | Positions itself around giving customers continuous governance and security controls over their coding agents by default. “Control your coding agent chaos continuous improvement, better governance and security, by default.”warp.dev · checked Sep 10, 2026 |
| Permission scopes· | “Rules and skills run on every PR, decay when they stop being useful, and stay measurable through a central portal.”qodo.ai · checked Aug 7, 2026 | Access controls are centrally configured and centrally managed at the org level. “Run agents confidently with guardrails in place, centrally configured agent access, and centrally managed permissions.”warp.dev · checked Sep 10, 2026 |
| Compliance certifications· | “SOC 2 Type II certified Independently audited security controld, not just a self-attestation.”qodo.ai · checked Aug 7, 2026 | no public information warp.dev · checked Sep 10, 2026 |
| SLA terms· | “Enterprise plans add SSO/SAML, BYOK, single-tenant or on-prem deployment, and priority support.”qodo.ai · checked Aug 7, 2026 | no public information warp.dev · checked Sep 10, 2026 |
| Evaluation coverage· | no public information qodo.ai · checked Aug 7, 2026 | States that evaluation and benchmarking are built-in, core features rather than an add-on. “evals, benchmarks, and self-improvement built in.”warp.dev · checked Sep 10, 2026 |
Agency
| Field | Qodo | Warp AI |
|---|---|---|
| Autonomy level· | no public information qodo.ai · checked Aug 7, 2026 | States most organizations start with 20-30% of pull requests fully automated, rising over time as the system self-improves — i.e. partial rather than full autonomy initially. “most orgs start around 20-30% of PRs fully automated, starting with simple tasks. over time this goes up as models improve and your factory self-improves.”warp.dev · checked Sep 10, 2026 |
| Human oversight· | “Qodo does about 90% of that initial code review, and then it’s really just the final 10% where humans get involved.”qodo.ai · checked Aug 7, 2026 | Lets a human watch, steer, or take over an agent run from any surface (web, mobile, terminal, or IDE). “any surface watch, steer, and hand off runs from web, mobile, terminal, or IDE.”warp.dev · checked Sep 10, 2026 |
| Goal complexity· | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | Positions its scope broadly as automating the entire software development lifecycle, beyond just CI/CD, at scale. “Beyond CI/CD to automating the whole SDLC defined in code, built for scale, and easy to deploy.”warp.dev · checked Sep 10, 2026 |
| Action space· | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | Agents are triggered by an issue, chat message or schedule and carry work through triage, review, and up to a mergeable pull request. “a fleet of agents wired to your SDLC — triggered by an issue, a slack message, or a schedule, and coordinated by warp factories from triage through review to a mergeable PR.”warp.dev · checked Sep 10, 2026 |
| Operating environment· | “Qodo runs across two main surfaces, with the same context and review standards in each: IDE — real-time code validation while you code Git — high-signal pull request reviews”qodo.ai · checked Aug 7, 2026 | Marketed as an agentic development platform meant to work across wherever and however a developer works. “Warp is an open agentic development platform that was built to work wherever and however you work.”warp.dev · checked Sep 10, 2026 |
| Initiative· | “Specialized agents run on every pull request, surfacing real bugs, rule violations, and requirement gaps with full codebase context.”qodo.ai · checked Aug 7, 2026 | Agents proactively pull a human back in mid-run when they get stuck, rather than only waiting to be asked. “the factory agents loop you in proactively when they need help.”warp.dev · checked Sep 10, 2026 |
Safety
| Field | Qodo | Warp AI |
|---|---|---|
| Safety evaluations· | “SOC 2 Type II certified Independently audited security controld, not just a self-attestation.”qodo.ai · checked Aug 7, 2026 | no public information warp.dev · checked Sep 10, 2026 |
| Safety policy· | “We take security, privacy and compliance seriously.”qodo.ai · checked Aug 7, 2026 | Advertises guardrails, centralized agent-access configuration, and centrally managed permissions as enterprise controls. “Run agents confidently with guardrails in place, centrally configured agent access, and centrally managed permissions.”warp.dev · checked Sep 10, 2026 |
| Third-party evaluations· | “SOC 2 Type II certified Independently audited security controld, not just a self-attestation.”qodo.ai · checked Aug 7, 2026 | no public information warp.dev · checked Sep 10, 2026 |
| Data handling· | “Zero data retention Your code is analyzed and discarded. Nothing stored, logged, or used to train models.”qodo.ai · checked Aug 7, 2026 | Data can be stored in Warp's cloud or fully self-hosted in the customer's own VPC, under the customer's existing retention/compliance rules. “wherever you choose — warp's cloud, or fully self-hosted inside your own VPC, under your existing retention and compliance rules.”warp.dev · checked Sep 10, 2026 |
Practicality
| Field | Qodo | Warp AI |
|---|---|---|
| Pricing model· | “Qodo’s Pro Team plan is credit-based at $0.012 per credit, pooled across the team .”qodo.ai · checked Aug 7, 2026 | Priced on a usage basis per agent run, with $10k of free usage offered to qualifying orgs during closed early access. “usage-based, priced per agent run. qualifying orgs get $10k of factory usage during closed early access.”warp.dev · checked Sep 10, 2026 |
| Price point· | Credit packs on the Pro Team plan: 2,500 credits (~18 reviews/month), 5,000 (~36/month), 20,000 (~144/month), at $0.012 per credit. “2,500 credits — ~18 reviews/month”qodo.ai · checked Sep 2, 2026 | Offers up to $10,000 of free usage credit for qualifying organizations during early access. “get up to $10,000 in free factory usage”warp.dev · checked Sep 10, 2026 |
| Availability· | no public information warp.dev · checked Sep 10, 2026 | |
| Deployment options· | “On-premises deployment Deploy entirely within your own infrastructure, with no external data exposure. Single-tenant deployment Your own dedicated instance – no shared infrastructure, no shared risk.”qodo.ai · checked Aug 7, 2026 | Runs either on Warp's own hosted cloud or fully self-hosted inside the customer's own VPC. “warp cloud self-hosted warp's cloud, or self-hosted in your own VPC.”warp.dev · checked Sep 10, 2026 |
| Integrations· | “Git providers GitHub (cloud and Enterprise Server), GitLab (cloud and self-managed), Bitbucket (Cloud and Data Center), Azure DevOps. Gerrit on Enterprise. IDEs VS Code, JetBrains (IntelliJ, PyCharm, WebStorm, GoLand, CLion, RubyMine, PhpStorm), Visual Studio.”qodo.ai · checked Aug 7, 2026 | Work enters the system from chat apps, ticketing tools and source control, with status reported back to the same origin. “integrations work flows in from chat, tickets, and source control; status flows back to where it started.”warp.dev · checked Sep 10, 2026 |
| Support model· | “Enterprise plans add SSO/SAML, BYOK, single-tenant or on-prem deployment, and priority support.”qodo.ai · checked Aug 7, 2026 | no public information warp.dev · checked Sep 10, 2026 |
Foundation models
| Field | Qodo | Warp AI |
|---|---|---|
| Base models· | “BYOK — bring your own OpenAI, Anthropic, Azure OpenAI, or self-hosted models.”qodo.ai · checked Aug 7, 2026 | Its own benchmark table names specific models it runs and compares, including Claude Fable 5, GPT-5.6 Sol, and Gemini 3.6 Flash. “best 1.00x Claude Fable 5 pass 1.00x $0.53 GPT-5.6 Sol pass 0.94x $0.41 Gemini 3.6 Flash fail 0.89x $0.32”warp.dev · checked Sep 10, 2026 |
| Model provider· | “BYOK — bring your own OpenAI, Anthropic, Azure OpenAI, or self-hosted models.”qodo.ai · checked Aug 7, 2026 | Is provider-agnostic: customers bring their own model or coding harness rather than being locked to one model vendor. “bring your own model or harness (e.g. claude code or codex) — warp factories works with whatever your team prefers”warp.dev · checked Sep 10, 2026 |
| Model swappable· | “BYOK — bring your own OpenAI, Anthropic, Azure OpenAI, or self-hosted models.”qodo.ai · checked Aug 7, 2026 | Model choice is not locked in — customers can bring their own model or harness rather than being tied to one. “bring your own model or harness (e.g. claude code or codex) — warp factories works with whatever your team prefers”warp.dev · checked Sep 10, 2026 |
| Open weights· | no public information qodo.ai · checked Aug 7, 2026 | Supports open-weight models as an option alongside frontier models, selectable per pipeline stage. “frontier open-weight frontier or open-weight, chosen per pipeline stage.”warp.dev · checked Sep 10, 2026 |
Ecosystem
| Field | Qodo | Warp AI |
|---|---|---|
| Protocols supported· | no public information qodo.ai · checked Aug 7, 2026 | Exposes itself as a platform via API, CLI, SDK and MCP rather than a single vertical product. “API, CLI, SDK and MCP built as a platform, not a vertical product or AI teammate.”warp.dev · checked Sep 10, 2026 |
| Tool use· | “Qodo provides context-aware code suggestions that detect critical issues, logic gaps, enforce standards, and accelerate reviews with accurate, actionable insights.”qodo.ai · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | Work is invoked through its API, CLI, SDK and MCP surfaces. “API, CLI, SDK and MCP built as a platform, not a vertical product or AI teammate.”warp.dev · checked Sep 10, 2026 |
| Multi-agent· | “High-precision multi-agent code review across the SDLC, with full codebase context.”qodo.ai · checked Aug 7, 2026 | A single customer example config is applied across as many as 112 agents at once, indicating multi-agent orchestration at scale. “factory.yaml applied to all 112 agents”warp.dev · checked Sep 10, 2026 |
| API access· | no public information qodo.ai · checked Aug 7, 2026 | Exposes programmatic access as part of an API, CLI, SDK and MCP platform surface. “API, CLI, SDK and MCP built as a platform, not a vertical product or AI teammate.”warp.dev · checked Sep 10, 2026 |
| Open source· | no public information qodo.ai · checked Aug 7, 2026 | Its terminal product is open source. “An open-source terminal built for AI-assisted software development.”warp.dev · checked Sep 10, 2026 |
Impact
| Field | Qodo | Warp AI |
|---|---|---|
| User base· | Site displays three usage stat counters (900.1K / 646.5K / 12.8K, unlabeled in the capture), updated again from the prior 896.6K/644.3K/12.6K. “900.1K 646.5K 12.8K”qodo.ai · checked Sep 2, 2026 Not in our latest capture. We captured this page again on Sep 16, 2026 and this quote was not there. How we re-check citations | Claims over 800,000 developers and thousands of engineering teams as users. “Trusted by over 800,000 developers and thousands of engineering teams at leading companies”warp.dev · checked Sep 10, 2026 |
| Deployment scale· | “Qodo is an AI code review and governance platform for engineering teams shipping at the speed AI writes code.”qodo.ai · checked Aug 7, 2026 | Claims 800,000+ developers as its adoption-scale headline. “trusted by 800k+ devs at SDLC coverage”warp.dev · checked Sep 10, 2026 |
| Target sectors· | Enterprise (SSO/SAML, BYOK, single-tenant/on-prem deployment, priority support) “Enterprise plans add SSO/SAML, BYOK, single-tenant or on-prem deployment, and priority support.”qodo.ai · checked Aug 18, 2026 | no public information warp.dev · checked Sep 10, 2026 |
Disclosed by neither
Both Qodo and Warp AI publish nothing on these 20 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 20 identical table rows. Each is shown with its source check on the individual profiles.
- High-risk domains
- Documented incidents
- Supported regions
- Fine-tuning
- Context window
- Marketplace presence
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
Questions
- How do Qodo and Warp AI compare on autonomy level?
- Qodo: no public information disclosed. Warp AI: States most organizations start with 20-30% of pull requests fully automated, rising over time as the system self-improves — i.e. partial rather than full autonomy initially..
- How do Qodo and Warp AI compare on user base?
- Qodo: Site displays three usage stat counters (900.1K / 646.5K / 12.8K, unlabeled in the capture), updated again from the prior 896.6K/644.3K/12.6K.. Warp AI: Claims over 800,000 developers and thousands of engineering teams as users..
- How do Qodo and Warp AI compare on target sectors?
- Qodo: Enterprise (SSO/SAML, BYOK, single-tenant/on-prem deployment, priority support). Warp AI: no public information disclosed.
- How do Qodo and Warp AI compare on price point?
- Qodo: Credit packs on the Pro Team plan: 2,500 credits (~18 reviews/month), 5,000 (~36/month), 20,000 (~144/month), at $0.012 per credit.. Warp AI: Offers up to $10,000 of free usage credit for qualifying organizations during early access..
- How do Qodo and Warp AI compare on open weights?
- Qodo: no public information disclosed. Warp AI: Supports open-weight models as an option alongside frontier models, selectable per pipeline stage..
- How do Qodo and Warp AI compare on protocols supported?
- Qodo: no public information disclosed. Warp AI: Exposes itself as a platform via API, CLI, SDK and MCP rather than a single vertical product..