Compare/Gemini 3.5 Flash (minimal) vs Nova 2.0 Pro Preview (medium)

Gemini 3.5 Flash (minimal)vsNova 2.0 Pro Preview (medium)

Side-by-side comparison of pricing, 12 benchmarks, and generation speed.

Google

Gemini 3.5 Flash (minimal)

Input
$1.5/M
Output
$9/M
Speed
154 tok/s
TTFT
0.81s
Amazon

Nova 2.0 Pro Preview (medium)

Input
$1.25/M
Output
$10/M
Speed
115 tok/s
TTFT
13.02s

Winner by Category

Cheaper
Gemini 3.5 Flash (minimal)
Faster (tok/s)
Gemini 3.5 Flash (minimal)
Lower Latency
Gemini 3.5 Flash (minimal)
Benchmarks (1-1)
Tie

Pricing Comparison

MetricGemini 3.5 Flash (minimal)Nova 2.0 Pro Preview (medium)
Input ($/M tokens)$1.5$1.25
Output ($/M tokens)$9$10
Cost for 1M input + 100K output tokens:
Gemini 3.5 Flash (minimal)$2.40
Nova 2.0 Pro Preview (medium)$2.25

Speed Comparison

Output Speed (tokens/s) — higher is better
Gemini 3.5 Flash (minimal)
154 tok/s
Nova 2.0 Pro Preview (medium)
115 tok/s
Time to First Token (seconds) — lower is better
Gemini 3.5 Flash (minimal)
0.81s
Nova 2.0 Pro Preview (medium)
13.02s

Editorial Analysis

Verdict. Gemini 3.5 Flash (minimal) and Nova 2.0 Pro Preview (medium) split the benchmark comparison evenly at 1–1. The tiebreaker here is price, speed, and what you actually run them on.

Pricing. Both models sit in the mid-tier bracket for output-token pricing. At 0.9× the per-million-token cost, Gemini 3.5 Flash (minimal) is meaningfully cheaper if your traffic is output-heavy (long completions, document generation, agent loops). Gemini 3.5 Flash (minimal) makes more sense when output volume is low and absolute reasoning quality justifies the premium.

Strengths. Gemini 3.5 Flash (minimal) is strongest on Intelligence Index (35.8). Nova 2.0 Pro Preview (medium) leads on Coding Index (34.0), Intelligence Index (22.1).

Speed. On throughput, Gemini 3.5 Flash (minimal) generates tokens at 154 tok/s versus 115 tok/s — about 25% faster. On time-to-first-token, Gemini 3.5 Flash (minimal) responds in 810ms vs 13020ms, which matters most for chat-style UIs.

Provider. Google and Amazon sell to overlapping but distinct developer audiences: Google tends to ship frontier reasoning models with premium positioning, while Amazon often prices more aggressively. Your existing vendor relationships, billing, and SLA preferences may matter as much as the raw numbers above.

Workload cost. Workload scenarios (per million requests at 30M input + 15M output tokens): Gemini 3.5 Flash (minimal) costs $180.00 ($2160/year); Nova 2.0 Pro Preview (medium) costs $187.50 ($2250/year). At a smaller 5M-input/2M-output scale (single-developer tool or prototype): Gemini 3.5 Flash (minimal) ≈ $25.50/run, Nova 2.0 Pro Preview (medium) ≈ $26.25/run. At agent/realtime scale (200M input / 100M output per million requests): Gemini 3.5 Flash (minimal) ≈ $1200/run, Nova 2.0 Pro Preview (medium) ≈ $1250/run. Gemini 3.5 Flash (minimal) becomes more attractive at higher volume — the absolute per-token pricing difference compounds when you ship at scale.

Recommendation. Both models have legitimate use cases — the right answer depends on whether you are optimizing for benchmark ceiling, latency, or unit cost. Start with the cheaper / faster model, evaluate against your specific task, and only switch if the upgrade shows a meaningful lift.

Head-to-head deltas

  • Benchmark wins tie exactly at 1–1. The tiebreaker on raw benchmark parity will be price, speed, or capability coverage.
  • Time-to-first-token differs by 16.1× — Gemini 3.5 Flash (minimal) responds in 810ms vs 13020ms. For interactive chat UIs this can matter more than raw benchmark wins.

Benchmark Comparison

Data from Artificial Analysis API — 12 benchmarks

Intelligence Index
35.822.1
Coding Index
34.0
Math Index
GPQA Diamond
MMLU-Pro
LiveCodeBench
AIME 2025
MATH-500
Humanity's Last Exam
SciCode
IFBench
TerminalBench
Gemini 3.5 Flash (minimal)1 wins
1 winsNova 2.0 Pro Preview (medium)

Frequently Asked Questions

Which is cheaper, Gemini 3.5 Flash (minimal) or Nova 2.0 Pro Preview (medium)?

Gemini 3.5 Flash (minimal) is cheaper overall. Its blended price (3:1 input/output ratio) is $3.38/M tokens vs $3.44/M for Nova 2.0 Pro Preview (medium).

Which model performs better on benchmarks?

It's a tie — both models win 1 benchmarks each across 12 evaluated categories. See the detailed benchmark chart above for per-category results.

Which is faster for real-time applications?

Gemini 3.5 Flash (minimal) generates tokens faster at 154 tok/s vs 115 tok/s. Gemini 3.5 Flash (minimal) also has lower time-to-first-token (0.81s vs 13.02s).

When should I use Gemini 3.5 Flash (minimal) vs Nova 2.0 Pro Preview (medium)?

Choose based on your priorities: Gemini 3.5 Flash (minimal) for lower cost, both perform similarly on benchmarks, and Gemini 3.5 Flash (minimal) for faster generation. For latency-sensitive apps, check the TTFT comparison above.