Agentic Index
Compare the best Browser and computer-use agents (2026)
This comparison scores all 49 browser and computer-use agents across the same 14 agentic AI capabilities, researched from public sources. Emergence AI shows the broadest documented coverage; see the full ranking for the ordered list.
This page compares 49 browser and computer-use agents that operate web and desktop interfaces directly. Each vendor is scored across 14 buyer-facing capabilities, including action reliability, supervision controls, environment support, and tool integration. Use it to survey the full field before testing specific tools.
Feature coverage ranking. Scores are based on public-source research across 14 buyer-facing agentic AI capabilities. Unknown / Unspecified means evidence was insufficient in the reviewed public materials, not a definitive absence of capability.
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | E Emergence AI |
B Browserbase |
B Browser Use |
I Island |
A Agent Zero |
A Automat AI |
S SS&C Blue Prism |
S Stagehand |
V Viktor |
A Airtop |
P Push Security |
A Asteroid |
B Bright Data |
B Browserless |
C Convey |
T Twin |
B Bardeen |
F Fellou |
G Genspark AI Workspace |
S Scrapybara |
 Skyvern |
 Notte |
 Opera Neon |
 Visualping |
 Anchor Browser |
 Kernel |
 Narada |
 Perplexity Comet |
 Runner H |
 Steel |
 Tinyfish |
 Claude for Chrome |
 Manus |
 Minded |
 Simular |
 Autotab |
 Hyperbrowser |
 MultiOn |
 Brave Leo AI Browsing |
 Bright Data Agent Browser |
 Axiom.ai |
 Pine AI |
 Orby AI |
 AgentQL |
 Astral |
 CopyCat AI |
 Sigma Browser |
 Induced AI |
 Lightpanda |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Entry price Lowest public entry point |
Phased rollout; value based enterprise pricing (contact sales) | From $20/mo · free tier | Usage-based (~$0.06/hr sessions, $10/GB proxy) · OSS free · $10 credits | Contact sales | Free and open source | Contact sales (subscription plus usage) | Contact sales; licences also transactable through AWS Marketplace | Free and open source under MIT; Browserbase infrastructure billed separately, with Director reported at $20 per month including 100 browser hours then $0.12 per hour and $12 per GB of proxy | Free tier with 100 dollars in credits; paid Team plan from fifty dollars a month on a credit model, scaling to enterprise, priced per workspace | Not captured | Not public; enterprise sales, typically priced per user or endpoint | Freemium + flexible plans | Web MCP free tier at 5,000 requests per month; pay as you go residential around $5.04 per GB; volume commitments negotiated below sticker | Free tier; paid plans reported from about $25 per month (Prototyping) to about $350 per month (Scale); Enterprise custom. Annual billing saves 30 percent | Not public; enterprise sales, plan based and scaling with value delivered | Credit based plans + custom enterprise | From $10/mo · free tier | Free tier + premium | Free tier with about one hundred credits per day; Plus about twenty five dollars per month, Pro about two hundred fifty dollars per month | From $29/mo · free tier | Free (5,000 credits/mo); Hobby $29/mo, Pro $149/mo; Enterprise custom | Free tier (100 browser hours); usage based credit plans | $19.90/mo | Free plan (about 5 cloud monitors, ~150 checks per month); Personal plans from ten to fifty dollars per month; Business (14 day free trial) and Enterprise. | Free tier; Starter fifty dollars per month | Free tier + usage based | Custom enterprise pricing | Free to download and use; Pro at twenty dollars per month, Max at two hundred dollars per month | Public access in waves; tiered subscription with usage limits, enterprise contact sales | Open source self host free; free cloud credits; Launch, Scale, Enterprise (metered browser rates) | Free Search/Fetch; PAYG $0.015/step; Starter $15/mo, Pro $150/mo; Enterprise custom | Included in paid Claude plans | Free tier with three hundred daily refresh credits; paid Pro from twenty dollars per month, Extended at two hundred dollars per month | Free extension + paid tiers | From $20/mo per computer · 7-day trial | $1 per hour of active work (usage based) | Free tier (1,000 credits, 1 concurrent); credit based (browser hour about ten cents); subscription plans; Enterprise | No public pricing · AGI-0 early access (waitlist) · SDK/Enterprise custom | Free tier + Premium | Not captured | Free (2 hrs runtime); paid from $15/mo | Free tier; Pro from $30/mo | Contact for pricing (now via Uniphore) | Not captured | No public pricing; closed beta with request based access. | Free trial (500 credits); paid from $100/mo | Free tier + paid plans | Not public; contact sales | Free open source + managed cloud |
|
Pricing confidence How public the numbers are |
Contact only | Public, partial | Public, partial | Contact only | Public, exact | Contact only | Contact only | Public, partial | Public, exact | Contact only | Contact only | Public, partial | Public, exact | Public, partial | Contact only | Public, partial | Public, partial | Public, partial | Contact only | Public, partial | Public, exact | Public, exact | Contact only | Public, exact | Public, exact | Public, partial | Contact only | Contact only | Contact only | Public, partial | Public, exact | Public, partial | Public, partial | Public, partial | Public, partial | Public, exact | Public, exact | Contact only | Public, partial | Contact only | Public, exact | Public, exact | Contact only | Contact only | Contact only | Public, exact | Public, partial | Contact only | Public, partial |
|
Billing Primary billing axis |
— | hybrid | usage | enterprise contract | — | subscription plus usage | enterprise licence, historically per digital worker | free framework; browser hours and proxy bandwidth billed by Browserbase | credits per workspace | not captured | users or endpoints | freemium + flexible plans | gigabytes transferred, requests, or successful results depending on product | plan allowance plus metered units, concurrency scaled | plan scaled to value delivered | credits (Build Mode + Run Mode) | credits | subscription + Spark usage credits | credit based freemium; per seat on Team; heavy jobs consume many credits | usage | — | — | per month subscription | monitors and check frequency (checks per month) | Monthly plan plus metered browser hours, proxy gigabytes, and AI steps. | usage based (browser resources) | — | free browser; capability gated by flat Perplexity subscription tiers plus a small publisher add on | — | browser session usage and credits | — | included in Claude subscription plans | credit based subscription; every action consumes credits, complex tasks consume many | freemium (extension + workspace tiers) | hybrid | — | credits (browser hours, pages) | usage | freemium subscription | not captured | — | — | — | not captured | not disclosed | — | freemium subscription | — | open source + managed cloud tokens |
|
Variable cost Workload / overage exposure |
Medium variable cost | High variable cost | High variable cost | Medium variable cost | High variable cost | High variable cost | High variable cost | Medium variable cost | High variable cost | Medium variable cost | Low variable cost | Low variable cost | High variable cost | Medium variable cost | Medium variable cost | Medium variable cost | Medium variable cost | Medium variable cost | High variable cost | High variable cost | Medium variable cost | High variable cost | Low variable cost | Medium variable cost | High variable cost | Medium variable cost | Medium variable cost | Low variable cost | Medium variable cost | High variable cost | High variable cost | Low variable cost | High variable cost | Low variable cost | High variable cost | High variable cost | High variable cost | High variable cost | Low variable cost | Medium variable cost | Medium variable cost | High variable cost | Medium variable cost | Medium variable cost | Medium variable cost | High variable cost | Low variable cost | Medium variable cost | Low variable cost |
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Free tier / trial Try before you buy |
No free tier
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Buying motion Self-serve vs sales call |
— | Mixed | Mixed | Sales call | — | Sales call | Sales call | Self-serve | Mixed | Mixed | Sales call | Self-serve | Mixed | Mixed | Sales call | Self-serve | Mixed | Self-serve | Mixed | Mixed | — | — | Self-serve | Self-serve | Self-serve | Self-serve | — | Self-serve | — | Mixed | — | Self-serve | Self-serve | Self-serve | Mixed | — | Mixed | Mixed | Self-serve | Mixed | — | — | — | Mixed | Sales call | — | Self-serve | — | Self-serve |
Capability matrix (49 vendors)
14 buyer-facing capabilities · researched from public sources
| Vendor | Coverage | Integrations & Tool Calling | Workflow Orchestration | Knowledge Grounding & RAG | Human Oversight & Guardrails | Security, Identity & Governance | Observability & Auditability | Memory & State Persistence | Deployment & Data Residency | Prebuilt Agents, Templates & Packs | Triggers & Channel Coverage | Model Flexibility & Routing | APIs, SDKs & MCP Extensibility | Testing, Debugging & Optimization | Browser & Computer Use |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12.5 / 14 | Full | Full | Partial | Full | Full | Full | Full | Full | Partial | Partial | Full | Full | Full | Full | |
| 12.0 / 14 | Full | Full | No | Full | Full | Full | Partial | Full | Full | Partial | Full | Full | Full | Full | |
| 11.0 / 14 | Full | Full | No | Full | Partial | Full | Partial | Full | Full | Partial | Full | Full | Partial | Full | |
|
I
Island
|
11.0 / 14 | Full | Full | Full | Full | Full | Full | No | Partial | Full | Partial | Full | Full | No | Full |
| 10.5 / 14 | Full | Full | Partial | Partial | Partial | Partial | Full | Full | Partial | Partial | Full | Full | Partial | Full | |
| 10.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | Partial | Partial | No | Full | Partial | Full | |
| 10.5 / 14 | Full | Full | Partial | Full | Full | Full | No | Full | Full | Partial | Partial | Partial | Partial | Full | |
| 10.5 / 14 | Full | Full | Partial | Full | Partial | Partial | Partial | Full | Partial | Partial | Full | Full | Partial | Full | |
|
V
Viktor
|
10.5 / 14 | Full | Full | Full | Full | Full | Partial | Full | Partial | Partial | Full | Partial | Partial | No | Full |
|
A
Airtop
|
10.0 / 14 | Full | Full | No | Partial | Partial | Full | Full | Partial | Full | Full | No | Full | Partial | Full |
| 10.0 / 14 | Full | Partial | Full | Partial | Full | Full | Partial | Partial | Full | Full | No | Partial | Partial | Full | |
|
A
Asteroid
|
9.5 / 14 | Full | Full | No | Full | Partial | Full | Partial | Partial | No | Full | No | Full | Full | Full |
| 9.5 / 14 | Full | Partial | Partial | Partial | Full | Full | Partial | Partial | Full | Partial | No | Full | Partial | Full | |
| 9.5 / 14 | Full | Partial | No | Partial | Full | Full | Full | Full | Partial | Partial | No | Full | Partial | Full | |
|
C
Convey
|
9.5 / 14 | Full | Full | Partial | Full | Full | Partial | Full | Partial | Partial | Full | No | Partial | No | Full |
|
T
Twin
|
9.5 / 14 | Full | Full | Partial | Full | Partial | Partial | Partial | No | Full | Full | Partial | Partial | Partial | Full |
|
B
Bardeen
|
9.0 / 14 | Full | Partial | No | Full | Full | Partial | Partial | Partial | Full | Full | No | Partial | Partial | Full |
|
F
Fellou
|
9.0 / 14 | Full | Full | Partial | Full | Partial | Partial | Full | Partial | Partial | Partial | No | Full | No | Full |
| 9.0 / 14 | Full | Full | Full | Partial | Partial | Partial | Partial | No | Full | Partial | Full | Partial | No | Full | |
| 9.0 / 14 | Full | Full | No | Partial | Partial | Partial | Partial | No | Full | Partial | Full | Full | Partial | Full | |
|
S
Skyvern
|
9.0 / 14 | Partial | Partial | Partial | Partial | Full | Partial | Partial | Full | No | Partial | Full | Full | Partial | Full |
|
N
Notte
|
8.5 / 14 | Partial | Partial | Partial | No | Full | Full | No | Full | No | Partial | Full | Full | Partial | Full |
| 8.5 / 14 | Partial | Full | Partial | Full | Partial | Partial | Partial | Partial | Full | Partial | Full | No | No | Full | |
| 8.5 / 14 | Full | Partial | Partial | Partial | Partial | Full | Partial | Partial | Partial | Full | No | Full | No | Full | |
| 8.0 / 14 | Full | Full | No | No | Full | Partial | Partial | Partial | Partial | Partial | Partial | Full | No | Full | |
|
K
Kernel
|
8.0 / 14 | Full | Partial | No | Partial | Partial | Full | Full | Partial | No | Partial | No | Full | Partial | Full |
|
N
Narada
|
8.0 / 14 | Full | Full | No | Partial | Partial | No | Partial | Full | Partial | Partial | Partial | Partial | Partial | Full |
| 8.0 / 14 | Full | Full | Full | Partial | No | Partial | Partial | No | Partial | Partial | Full | Partial | No | Full | |
|
R
Runner H
|
8.0 / 14 | Full | Full | Partial | Partial | Partial | Partial | No | Partial | No | Partial | Partial | Full | Partial | Full |
|
S
Steel
|
8.0 / 14 | Full | Partial | Partial | No | Full | Partial | Partial | Full | Partial | No | No | Full | Partial | Full |
|
T
Tinyfish
|
8.0 / 14 | Full | Full | Partial | Partial | Partial | Partial | Partial | Partial | No | Partial | No | Full | Partial | Full |
| 7.5 / 14 | Full | Partial | No | Full | Full | No | No | No | Full | Partial | Partial | Full | No | Full | |
|
M
Manus
|
7.5 / 14 | Full | Full | Partial | Partial | Partial | Partial | Partial | No | Partial | Partial | Partial | Partial | No | Full |
|
M
Minded
|
7.5 / 14 | Full | Full | No | Partial | Partial | Partial | No | Partial | Partial | Full | No | Full | No | Full |
|
S
Simular
|
7.5 / 14 | Partial | Full | No | Full | Partial | Full | Partial | Full | No | No | No | Partial | Partial | Full |
|
A
Autotab
|
7.0 / 14 | Partial | Full | Partial | Partial | Partial | Partial | Partial | Partial | No | Partial | No | Partial | Partial | Full |
| 7.0 / 14 | Full | Partial | Partial | No | Partial | Partial | Partial | Partial | Partial | No | No | Full | Partial | Full | |
|
M
MultiOn
|
7.0 / 14 | Partial | Full | No | Partial | Partial | Partial | Partial | Full | No | No | Partial | Full | Unknown | Full |
| 6.5 / 14 | Partial | Partial | Partial | Full | Full | No | No | Partial | Partial | No | Full | No | No | Full | |
| 6.5 / 14 | Full | No | No | No | Partial | Full | Partial | Partial | Partial | No | No | Full | Partial | Full | |
|
A
Axiom.ai
|
6.0 / 14 | Partial | Partial | No | No | Partial | Partial | No | Partial | Partial | Partial | Partial | Full | Partial | Partial |
|
P
Pine AI
|
6.0 / 14 | Partial | Full | No | Partial | No | Partial | Partial | No | Partial | Partial | Partial | Full | No | Partial |
|
O
Orby AI
|
5.0 / 14 | Partial | Full | Partial | Partial | No | Partial | Partial | No | Partial | No | No | No | No | Full |
|
A
AgentQL
|
4.5 / 14 | Full | No | No | No | No | No | Partial | No | No | No | No | Full | Full | Full |
|
A
Astral
|
4.5 / 14 | Partial | Partial | Partial | Partial | No | No | No | Partial | Partial | Partial | No | No | No | Full |
| 4.5 / 14 | Partial | Partial | Partial | No | No | Partial | No | No | No | Partial | No | Partial | Partial | Full | |
| 4.5 / 14 | Partial | Partial | Partial | Partial | Partial | No | No | Partial | No | No | Partial | No | No | Full | |
| 4.0 / 14 | Partial | Partial | Partial | Partial | No | No | No | No | No | Partial | No | Partial | No | Full | |
| 3.0 / 14 | Full | No | No | No | No | No | No | Partial | No | No | No | Partial | No | Full |
Full / Explicit= Confirmed supportedPartial= Partial / limitedNo / Not documented= Not publicly documented as first-classUnknown / Unspecified= Not verified in public sources
Head to head comparisons (32)
- Browser Use vs Browserbase
- Browser Use vs Skyvern
- Browserbase vs Scrapybara
- Browser Use vs Notte
- Notte vs Skyvern
- Browserbase vs Tinyfish
- Axiom.ai vs CopyCat AI
- CopyCat AI vs Induced AI
- Axiom.ai vs Induced AI
- Autotab vs Simular
- Emergence AI vs Narada
- Runner H vs Simular
- MultiOn vs Pine AI
- Axiom.ai vs Bardeen
- Browser Use vs Manus
- Manus vs Perplexity Comet
- Automat AI vs Skyvern
- Airtop vs Kernel
- Browserbase vs Kernel
- Bright Data Agent Browser vs Browserbase
- Fellou vs Opera Neon
- Brave Leo AI Browsing vs Opera Neon
- Claude for Chrome vs Minded
- Asteroid vs Island
- Asteroid vs Twin
- AgentQL vs Lightpanda
- Sigma Browser vs Visualping
- Browserbase vs Emergence AI
- Browser Use vs Emergence AI
- Automat AI vs Emergence AI
- Browserbase vs Island
- Scrapybara vs Tinyfish