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DeepSeek V4 Flash Vision Exp vs Fugu Max

Detailed technical comparison between DeepSeek V4 Flash Vision Exp (DeepSeek) and Fugu Max (Sakana AI). Review live API token pricing, context window capabilities, time-to-first-token latency, and verified benchmark scores side-by-side.

⚡ Executive Summary & Verdict

Comparison Snapshot

DeepSeek V4 Flash Vision Exp: 0 WinsvsFugu Max: 6 Wins
Context Leader

DeepSeek V4 Flash Vision Exp

1,048,576 tokens
Agentic Tool-Calling

Tie

Equal Capability
Lowest Latency (TTFT)

Tie

Equal Speed
Input Price Leader

DeepSeek V4 Flash Vision Exp

$0.22 / MTok
DeepSeekactive

DeepSeek V4 Flash Vision Exp

DeepSeek V4 Flash Vision Exp is an advanced artificial intelligence model engineered by DeepSeek. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, DeepSeek V4 Flash Vision Exp represents a key architectural iteration in the DeepSeek model family. First released in 2026-08-21, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,048,576 tokens (approximately 1,398 words), DeepSeek V4 Flash Vision Exp processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View DeepSeek V4 Flash Vision Exp Full Specs →
Sakana AIactive

Fugu Max

Fugu Max is an advanced artificial intelligence model engineered by Sakana AI. Tailored for complex multi-step reasoning, programming synthesis, and extended document comprehension, Fugu Max represents a key architectural iteration in the Sakana AI model family. First released in 2026-09-11, it serves enterprise developers, research teams, and autonomous system architects requiring strict instruction compliance. Featuring an input capacity of 1,000,000 tokens (approximately 1,333 words), Fugu Max processes multi-file code repositories, lengthy technical reports, and complex prompts in a single inference call.

View Fugu Max Full Specs →

Technical Specifications

🏆 = Superior Spec
SpecificationDeepSeek V4 Flash Vision ExpFugu Max
ProviderDeepSeekSakana AI
Context Window1,048,576 tokens🏆1,000,000 tokens
Agent SuitabilityNot yet benchmarkedNot yet benchmarked
Time to First Token (TTFT)No public TTFT dataNo public TTFT data
Deployment Modelself hostablemanaged api
Production StabilityBeta Access (est.)Beta Access (est.)
API AvailableYesYes
Released Date2026-08-212026-09-11

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V4 Flash Vision Exp

$0.22

Fugu Max

$2.00

Output Price per Million Tokens

DeepSeek V4 Flash Vision Exp

$0.65

Fugu Max

$6.00

💡 Cost Ratio: DeepSeek V4 Flash Vision Exp is 9.3x cheaper per input token than Fugu Max.

Want to test both models live?

Run side-by-side prompt benchmarks in our dynamic multi-model Sandbox. Compare execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Standardized Scores (0–100%)

Scores show verified raw accuracy percentages across standardized AI evaluation suites. Higher bars indicate superior performance in that domain.

MMLUGeneral knowledge & multi-task understanding
74.2%vs87.8%+13.6% Fugu Max
DeepSeek V4 Flash Vision Exp
Fugu Max 🏆
HumanEvalPython coding & logic synthesis
70.4%vs87.0%+16.6% Fugu Max
DeepSeek V4 Flash Vision Exp
Fugu Max 🏆
MATHComplex mathematical problem solving
43.6%vs68.2%+24.6% Fugu Max
DeepSeek V4 Flash Vision Exp
Fugu Max 🏆
GPQAGraduate-level expert reasoning
31.0%vs49.6%+18.6% Fugu Max
DeepSeek V4 Flash Vision Exp
Fugu Max 🏆
HellaSwagCommonsense reasoning and inference
78.2%vs85.4%+7.2% Fugu Max
DeepSeek V4 Flash Vision Exp
Fugu Max 🏆
MT-BenchMulti-turn conversation flow quality
8.1%vs9.1%+1.1% Fugu Max
DeepSeek V4 Flash Vision Exp
Fugu Max 🏆

DeepSeek V4 Flash Vision Exp Quirks & Gotchas

No developer gotchas reported.

Fugu Max Quirks & Gotchas

No developer gotchas reported.

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