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GitHub Spark vs Magic.devwhich AI code agent should you pick in 2026?

GitHub Spark

GitHub's natural-language micro-app builder — describe a personal app, get a deployed working version.

💻CodeAutonomousSubscription · from $21
CodeTool useMemory
Magic.dev

Autonomous AI engineer trained on long contexts — handles hour-long coding sessions without losing track.

💻CodeAutonomousSubscription
CodeTool useMemory

GitHub Spark vs Magic.dev — specs

SpecGitHub SparkMagic.dev
Agent Rank68 / 100 (B)68 / 100 (B)
AutonomyAutonomousAutonomous
PricingSubscription · from $21Subscription · Free tier
Open sourceNoNo
CapabilitiesCode, Tool use, MemoryCode, Tool use, Memory
Integrations1 apps2 apps
VerifiedVerifiedVerified
ReleasedMay 2025May 2025

Categories: GitHub Spark → Code · Magic.dev → Code

Agent Rank breakdown

GitHub Spark
Agent Rank
68/ 100
BB-tier
Autonomie
9
Capacités
6
Intégrations
2
Tarification
8
Maturité
6
Vérifiabilité
10

Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?

Magic.dev
Agent Rank
68/ 100
BB-tier
Autonomie
9
Capacités
6
Intégrations
2
Tarification
9
Maturité
5
Vérifiabilité
10

Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?

Pros & cons

GitHub Spark
Pour
  • +Native GitHub integration — apps deploy with one click
  • +Bundled with Pro+ subscription — no separate billing relationship
  • +Best for "personal apps" use case (Slack tools, side-project utilities)
Contre
  • −Newer than Lovable/Bolt — fewer templates and patterns
  • −Less flexible than dedicated builders for production apps
  • −Limited to specific app shapes — not a general-purpose builder yet
Magic.dev
Pour
  • +Unique long-context model — can hold an entire mid-sized repo in one session
  • +Strong on cross-cutting refactors that other agents struggle with
  • +Funded at frontier-lab levels — engineering muscle behind the product
Contre
  • −Enterprise pricing — no public per-seat tier
  • −Newer entrant — fewer customer references than Devin or Cursor
  • −Best for very large codebases; overkill for solo + small-team work

Pricing

GitHub Spark
GitHub Pro+
$21/mois
Individual builders
  • +Spark included with Pro+
  • +Generate + deploy micro-apps
  • +GitHub-native hosting
Business / Enterprise
Sur mesure
Teams
  • +Org policies
  • +Custom domains
  • +SSO
Magic.dev
Enterprise
Sur mesure
Engineering teams
  • +Long-context model (100M+ tokens)
  • +Codebase-wide reasoning
  • +Custom deployment

Which one should you pick?

GitHub Spark

Pick GitHub Spark if its specific capabilities (Code, Tool use) match what you need.

Try GitHub Spark →
Magic.dev

Pick Magic.dev if cost is the main constraint.

Try Magic.dev →

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Frequently asked

Should I pick GitHub Spark or Magic.dev in 2026?+

Pick GitHub Spark if its specific capabilities (Code, Tool use) match what you need. Pick Magic.dev if cost is the main constraint. Most working teams running both can use GitHub Spark for primary work and Magic.dev for the workflows where its specific strengths matter.

What's the price difference between GitHub Spark and Magic.dev?+

GitHub Spark starts at Subscription · from $21; Magic.dev starts at Subscription · Free tier. Magic.dev is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.

Which is more autonomous, GitHub Spark or Magic.dev?+

Both GitHub Spark and Magic.dev are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.

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GitHub Spark vs Magic.dev (2026): which AI code agent wins? · AI Agent Rank