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Gemini 3 Flash Preview (batch) vs Grok 4.20 Multi-Agent

Signal-by-Signal Comparison
SignalGemini 3 Flash Preview (batch)DeltaGrok 4.20 Multi-Agent
Capabilities
100
+17
83
Benchmarks
87
+0
86
Pricing
99
+1
98
Context window size
96
-4
100
Recency
92
-8
100
Output Capacity
80
+60
20
Overall Result
4 wins
of 6
2 wins
Gemini 3 Flash Preview (batch) wins 4 of 6 signals

Score History

Score History (18 data points)
Gemini 3 Flash Preview (batch)Grok 4.20 Multi-Agent
Gemini 3 Flash Preview (batch)

88.4

current score

Leader

Gemini 3 Flash Preview (batch)

right now

Grok 4.20 Multi-Agent

87.9

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Gemini 3 Flash Preview (batch)

Google

Best Value
Per request$0.001000
Daily$3.33
Monthly$100.00
Annual$1200.00

Grok 4.20 Multi-Agent

xAI

Per request$0.002500
Daily$8.33
Monthly$250.00
Annual$3000.00

Gemini 3 Flash Preview (batch) saves you $150.00/month

That's $1800.00/year compared to Grok 4.20 Multi-Agent at your current usage level of 100K calls/month.

60% cheaper
Choose Gemini 3 Flash Preview (batch) for cost optimization

Gemini 3 Flash Preview (batch) pricing:
Input:$0.25/M tokens
Output:$1.50/M tokens
Grok 4.20 Multi-Agent pricing:
Input:$1.25/M tokens
Output:$2.50/M tokens
Winner
Gemini 3 Flash Preview (batch)

Google

88

Composite Score

Grok 4.20 Multi-Agent

xAI

88

Composite Score

Signal-by-Signal Comparison
MetricGemini 3 Flash Preview (batch)Grok 4.20 Multi-AgentWinner
Overall Score
88
88
Gemini 3 Flash Preview (batch)
Rank#47#48
Gemini 3 Flash Preview (batch)
Quality Rank#47#48
Gemini 3 Flash Preview (batch)
Adoption Rank#47#48
Gemini 3 Flash Preview (batch)
Parameters------
Context Window1049K2000K
Grok 4.20 Multi-Agent
Pricing$0.25/$1.50/M$1.25/$2.50/M--
Signal Scores
Capabilities
100
83
Gemini 3 Flash Preview (batch)
Benchmarks
87
86
Gemini 3 Flash Preview (batch)
Pricing
99
98
Gemini 3 Flash Preview (batch)
Context window size
96
100
Grok 4.20 Multi-Agent
Recency
92
100
Grok 4.20 Multi-Agent
Output Capacity
80
20
Gemini 3 Flash Preview (batch)
Benchmark Head-to-Head(12 benchmarks)
Gemini 3: 41 tiesGrok 4.20: 5
Gemini 3
Grok 4.20
Normalized 0-100%
MMLU
88%91.5%
MMLU-Pro
82%83.5%
GPQA Diamond
90.4%82%
MATH-500
88%95%
HumanEval
92%95.5%
SWE-bench Verified
78%70%
AIME 2024
-88%
IFEval
91%91%
BBH
89%90%
Arena Elo
14741462
LiveBench
74.5%73%
HLE
33.7%-
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Gemini 3 Flash Preview (batch)Elite Tier

Scores 88/100 (rank #47), placing it in the top 84% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok 4.20 Multi-AgentElite Tier

Scores 88/100 (rank #48), placing it in the top 84% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Gemini 3 Flash Preview (batch) when you need:

  • High-volume production workloads where API costs must be minimized
  • Agentic applications using tool/function calling
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Grok 4.20 Multi-Agent when you need:

  • Processing long documents or large codebases (2000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3 Flash Preview (batch)Best Value
Input cost$0.25/M tokens
Output cost$1.50/M tokens
Cost per quality point$0.020
Est. monthly (1M tokens/day)$26.25
Grok 4.20 Multi-Agent
Input cost$1.25/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.043
Est. monthly (1M tokens/day)$56.25

Gemini 3 Flash Preview (batch) offers 53% better value per quality point. At 1M tokens/day, you'd spend $26.25/month with Gemini 3 Flash Preview (batch) vs $56.25/month with Grok 4.20 Multi-Agent - a $30.00 monthly difference.

Latency & Speed
Gemini 3 Flash Preview (batch)Faster
Speed score0/100
Grok 4.20 Multi-Agent
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Gemini 3 Flash Preview (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 3 Flash Preview (batch) also offers lower per-token costs for high-volume support

Gemini 3 Flash Preview (batch)

Long document analysis

Larger context window (2000K tokens) can process longer documents, contracts, and research papers in a single pass

Grok 4.20 Multi-Agent

Batch data extraction

Lower output pricing ($1.50/M) reduces costs when processing thousands of records daily

Gemini 3 Flash Preview (batch)

Creative writing & content

Higher overall composite score (88/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3 Flash Preview (batch)

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Gemini 3 Flash Preview (batch)
Which Should You Choose?
Our recommendation:
Gemini 3 Flash Preview (batch)

Gemini 3 Flash Preview (batch) and Grok 4.20 Multi-Agent are extremely close in overall performance (only 0.5 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 53% lower pricing; better value at scale
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by xAI

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 3 Flash Preview (batch)Grok 4.20 Multi-Agent
Vision (Image Input)
Function Callingdiffers
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Gemini 3 Flash Preview (batch)

Google

Best Value
$2.25
estimated monthly cost

Grok 4.20 Multi-Agent

xAI

$5.25
estimated monthly cost

Gemini 3 Flash Preview (batch) saves you $3.00/month

That's 57% cheaper than Grok 4.20 Multi-Agent at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterGemini 3 Flash Preview (batch)Grok 4.20 Multi-Agent
Context Window1.0M2M
Max Output Tokens65,535--
Open SourceNoNo
CreatedDec 17, 2025Mar 31, 2026
Last updated: 41m ago

相关对比

Gemini 3 Flash Preview (batch) vs Grok 4.20 Multi-Agent (2026) | LM Market Cap