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Benchmarks

Reproducible performance measurements across providers. Open methodology, raw data, no marketing spin.

Oct 2, 2026

Sandbox DAX

Clone → install → typecheck · Lower is better

Sandboxes

1Isorun33.63s
2Miosa39.16s
3sfcompute40.11s
4Namespace40.63s
5Microsandbox47.47s
6Blaxel48.24s
7CreateOS51.59s
8Upstash54.25s
9Mosaic59.10s
10Beam65.91s
11Arker66.03s
12Daytona69.72s
13Tenki84.55s
14Sail84.72s
15Tensorlake87.50s
16Runloop89.42s
17Modal92.93s
18E2B94.33s
19Vercel103.37s
20Declaw191.94s

Sandbox Burst TTI

Composite score · Higher is better

Sandboxes

1Isorun99.3
2Miosa98.3
3Archil97.6
4CreateOS97.3
5Daytona96.3
6sfcompute95.6
7Arker95.1
8Vercel94.2
9Cloudflare93.8
10Cloud Run93.8
11Tenki91.7
12Superserve91.0
13Runloop88.6
14Declaw87.7
15Blaxel87.5
16Freestyle87.5
17E2B85.9
18Beam82.6
19Modal81.3
20Buddy78.9
21Sail74.1
22Tensorlake72.5
23Microsandbox70.3
24Mosaic57.4
25Upstash26.7
26Sandbox026.4
27CodeSandbox15.3
28Run Cloud0.0

Storage Snapshot Fork

Composite score · Higher is better

Storage

1Tensorlake99.8
2Tigris99.7
3Azure Blob98.0
4Archil0.0
5AWS S30.0
6Mosaic0.0

Storage Lifecycle

Composite score · Higher is better

Storage

1Azure Blob97.3
2AWS S396.8
3Tensorlake96.7
4Archil96.0
5Mosaic95.2
6Cloudflare R294.8
7Neon94.5
8Tigris94.5
9Vercel Blob94.5
10GCS0.0

Supported by the providers in this feed

Browser Throughput

Composite score · Higher is better

Browsers

1Kernel80.1
2Tilion79.8
3Browserbase72.3
4Browser Use67.8
5Hyperbrowser66.6
6Notte53.7
7Steel43.5

Browser Lifecycle

Composite score · Higher is better

Browsers

1Tilion98.5
2Browser Use94.9
3Hyperbrowser94.2
4Browserbase92.8
5Kernel91.2
6Steel70.7
7Notte63.3

AI Gateway · Kimi

Composite score · Higher is better

AI Gateway

1Neon92.7
2Blazerail85.2
3ngrok AI Gateway79.8
4Concentrate AI79.5
5LLM API79.5
6LLM Gateway79.3
7Vercel AI Gateway78.5
8Cloudflare AI Gateway78.3
9OpenRouter75.1
—Kimi (Direct)0.0

AI Gateway · Gemini

Composite score · Higher is better

AI Gateway

1OpenRouter87.9
—Gemini (Direct)87.3
2Vercel AI Gateway87.0
3ngrok AI Gateway86.9
4Concentrate AI86.8
5LLM Gateway86.4
6Cloudflare AI Gateway85.9
7LLM API84.7
8Blazerail0.0

Supported by the providers in this feed

AI Gateway · Anthropic

Composite score · Higher is better

AI Gateway

—Anthropic (Direct)91.3
1ngrok AI Gateway91.0
2Cloudflare AI Gateway90.7
3Pydantic AI Gateway90.5
4OpenRouter90.2
5Vercel AI Gateway90.2
6Concentrate AI89.8
7LLM Gateway89.6
8LLM API88.6
9Blazerail86.8

AI Gateway · OpenAI

Composite score · Higher is better

AI Gateway

—OpenAI (Direct)92.3
1ngrok AI Gateway91.9
2Cloudflare AI Gateway91.7
3Pydantic AI Gateway91.5
4Vercel AI Gateway90.8
5Neon90.3
6OpenRouter90.2
7LLM API88.8
8Concentrate AI88.8
9LLM Gateway87.2

Models & Pricing

Models listed · Higher is better

AI Gateway

1OpenRouter461
2Vercel AI Gateway406
3LLM API397
4Pydantic AI Gateway318
5LLM Gateway296
6Blazerail266
7Concentrate AI191
8ngrok AI Gateway158
9Cloudflare AI Gateway133
10Novita121
11Ramp Router95
12Neon36

Sep 25, 2026

Storage Snapshot Fork

Composite score · Higher is better

Storage

1Tensorlake99.8
2Tigris99.6
3Azure Blob97.9
4Archil0.0
5AWS S30.0
6Mosaic0.0

Supported by the providers in this feed

Sandbox DAX

Clone → install → typecheck · Lower is better

Sandboxes

1Isorun32.78s
2Miosa38.84s
3sfcompute44.36s
4Blaxel45.12s
5CreateOS50.30s
6Upstash53.40s
7Arker60.53s
8Mosaic60.73s
9Beam64.89s
10Runloop68.57s
11Daytona69.19s
12Sail70.15s
13Vercel75.41s
14E2B77.09s
15Superserve94.14s
16Tensorlake97.18s
17Modal111.42s
18Tenki116.20s
19Sandbox0128.37s
20Declaw180.75s

Sandbox Burst TTI

Composite score · Higher is better

Sandboxes

1Isorun99.5
2CreateOS98.7
3Arker97.4
4Miosa96.3
5Daytona95.9
6sfcompute95.8
7Archil95.7
8Declaw95.2
9Vercel95.0
10Blaxel94.1
11Cloud Run93.9
12Cloudflare92.1
13Superserve91.0
14Tenki90.7
15Modal90.3
16Runloop89.2
17Freestyle88.4
18Tensorlake88.4
19E2B86.2
20Beam80.2
21Mosaic75.5
22Sail73.2
23Microsandbox70.9
24Upstash30.4
25CodeSandbox14.4
26Run Cloud0.0
27Sandbox00.0

Storage Lifecycle

Composite score · Higher is better

Storage

1Azure Blob97.3
2AWS S397.0
3Tensorlake96.4
4Archil96.0
5Tigris95.6
6Mosaic95.2
7Neon94.8
8Cloudflare R294.5
9Vercel Blob94.4
10GCS0.0

Browser Throughput

Composite score · Higher is better

Browsers

1Kernel79.5
2Tilion77.0
3Browserbase73.2
4Hyperbrowser67.1
5Browser Use65.1
6Steel55.7
7Notte50.3

Supported by the providers in this feed

Browser Lifecycle

Composite score · Higher is better

Browsers

1Tilion98.7
2Browser Use95.6
3Hyperbrowser94.7
4Browserbase92.8
5Kernel92.3
6Notte63.4
7Steel55.2

AI Gateway · Kimi

Composite score · Higher is better

AI Gateway

1Neon87.7
2ngrok AI Gateway80.9
3Concentrate AI80.3
4LLM API80.3
5Vercel AI Gateway79.9
6Cloudflare AI Gateway79.9
7OpenRouter74.9
—Kimi (Direct)48.9
8LLM Gateway0.0
9Blazerail0.0

AI Gateway · Gemini

Composite score · Higher is better

AI Gateway

1OpenRouter88.0
2Concentrate AI87.5
—Gemini (Direct)87.3
3ngrok AI Gateway86.8
4Cloudflare AI Gateway86.5
5Vercel AI Gateway86.5
6LLM API83.6
7LLM Gateway0.0
8Blazerail0.0

AI Gateway · OpenAI

Composite score · Higher is better

AI Gateway

—OpenAI (Direct)90.8
1ngrok AI Gateway90.5
2Cloudflare AI Gateway90.5
3Vercel AI Gateway90.3
4Pydantic AI Gateway90.2
5Neon89.8
6OpenRouter88.5
7Concentrate AI87.8
8LLM API87.2
9LLM Gateway0.0

Supported by the providers in this feed

AI Gateway · Anthropic

Composite score · Higher is better

AI Gateway

1ngrok AI Gateway90.6
—Anthropic (Direct)90.6
2Cloudflare AI Gateway90.2
3OpenRouter90.2
4Pydantic AI Gateway90.0
5Vercel AI Gateway89.9
6Concentrate AI89.9
7LLM API88.5
8Blazerail0.0
9LLM Gateway0.0

Sep 18, 2026

Sandbox DAX

Clone → install → typecheck · Lower is better

Sandboxes

1Isorun32.09s
2Namespace39.24s
3sfcompute41.88s
4Blaxel46.44s
5CreateOS49.62s
6Upstash55.96s
7Arker56.60s
8Beam63.30s
9Sail66.21s
10Daytona75.70s
11Tenki80.40s
12Mosaic80.53s
13Vercel87.00s
14Superserve92.74s
15Modal94.59s
16Runloop99.20s
17Tensorlake104.78s
18Miosa114.80s
19Sandbox0128.74s
20Declaw182.64s

Sandbox Burst TTI

Composite score · Higher is better

Sandboxes

1Isorun99.2
2CreateOS98.6
3Arker97.8
4Archil96.1
5Daytona96.1
6sfcompute94.9
7Vercel94.6
8Blaxel94.4
9Cloud Run94.2
10Declaw94.0
11Superserve90.7
12Tensorlake87.2
13Modal86.8
14E2B86.6
15Freestyle82.1
16Runloop81.8
17Tenki73.3
18Miosa71.9
19Sail71.8
20Beam67.7
21Cloudflare42.1
22Upstash31.0
23CodeSandbox15.4
24Sandbox09.2
25Microsandbox0.0
26Mosaic0.0
27Run Cloud0.0

Storage Snapshot Fork

Composite score · Higher is better

Storage

1Tensorlake99.8
2Tigris99.7
3Azure Blob98.9
4Archil0.0
5AWS S30.0
6Mosaic0.0

Supported by the providers in this feed

Storage Lifecycle

Composite score · Higher is better

Storage

1Archil97.3
2Azure Blob97.2
3AWS S396.9
4Tensorlake96.5
5Neon96.1
6Mosaic95.2
7Tigris95.1
8Cloudflare R294.0
9Vercel Blob93.7
10GCS0.0

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