Head-to-Head Model Comparison

Sonar vs Claude 3 Haiku

Benchmarks, API Token Pricing, Context Window & Speed Comparison

Geprüft vom GetInfoUs-ForschungsteamZuletzt geprüft: October 2026Redaktionelle Richtlinien

Beliebige Modelle wechseln & vergleichen

Select any AI models from our verified benchmark database to generate live side-by-side matrices.

SonarProfile

Claude 3 HaikuProfile

Multi-Model Arena Stack:

5-Model Matrix Workbench

Popular Matchups:

Perplexity

Sonar

Kompaktes Effizienz-Modell

Sonar von Perplexity ist ein KI-Modell für maximale Kosteneffizienz pro Token und ressourcenschonende Produktions-Workloads mit 128K Kontextfenster, 130 Token/s Durchsatz, einem Intelligenz-Index von 73/100 und $1/$1 pro 1M Token.

Intelligence Index73 / 100

Input Token:

$1.00 / 1M

Output Token:

$1.00 / 1M

Context Window:

128K tokens

SWE-bench Verified:

N/A

Anthropic

Claude 3 Haiku

Ultraschnelle Echtzeit-Inferenz

Claude 3 Haiku von Anthropic ist ein KI-Modell für ultraschnelle Echtzeit-Antworten, niedrige Latenz und Hochdurchsatz-Routing mit 200K Kontextfenster, 125 Token/s Durchsatz, einem Intelligenz-Index von 33/100 und $0.25/$1.25 pro 1M Token.

Intelligence Index33 / 100

Input Token:

$0.25 / 1M

Output Token:

$1.25 / 1M

Context Window:

200K tokens

SWE-bench Verified:

10.5%

Wichtigste Unterschiede auf einen Blick

Claude 3 Haiku is 1.7x cheaper for API usage (input + output tokens combined).
Claude 3 Haiku has a larger context window (200K vs 128K tokens).
Sonar is faster at 130 tok/s vs 125 tok/s.

Need definitions for token pricing, context, or benchmarks?Explore AI Glossary →

Feature	Sonar	Claude 3 Haiku
Intelligence Index Composite reasoning & knowledge score (0-100)	73	33
Provider	Perplexity	Anthropic
Input Price Cost per million input tokens	$1.00 / 1M	$0.25 / 1M
Output Price Cost per million output tokens	$1.00 / 1M	$1.25 / 1M
Blended Price Weighted 7:2:1 cache:input:output per 1M	$0.37 / 1M	$0.19 / 1M
Context Window Maximum input + output tokens	128K tokens~192 A4 pages of text	200K tokens~300 A4 pages of text
Max Output Tokens Per single request	4K	4K
Throughput Speed Tokens generated per second	130 tok/s	125 tok/s
SWE-bench Verified Real-world software engineering	N/A	10.5%
GPQA Diamond Graduate-level reasoning	N/A	33%
Cached Input Price Prompt caching discount per 1M tokens	$0.10 / 1M	$0.03 / 1M

Wer gewinnt in welcher Disziplin?

At-a-glance decision framework

Coding

Evaluations ongoing

Cost

Claude 3 Haiku

1.7x cheaper monthly runtime

Speed

Sonar

+4% faster generation

Context

Claude 3 Haiku

200K tokens window

Geprüfte Benchmark-Ergebnisse im Vergleich

Official evaluation metrics verified by independent third-party research labs.

SonarClaude 3 Haiku

SWE-bench Verified (Autonomous Coding)

Industry benchmark evaluating real-world GitHub issue resolution and multi-file debugging.

N/Avs10.5%

GPQA Diamond (Doctorate-Level Science & Math)

Challenging questions created by domain experts to test complex PhD-level reasoning.

N/Avs33%

MMLU-Pro (Multi-task Language Understanding)

Hardened reasoning and academic knowledge benchmark with reduced lucky-guess probability.

71%vs61.2%

LMSYS Chatbot Arena Elo

Crowdsourced human preference evaluation based on blind, head-to-head model battles.

1245ptsvs1175pts

Generation Speed (Throughput)

Tokens emitted per second during active generation streaming.

130 tok/s vs125 tok/s

Latenz & Antwortzeit

Time to first token (TTFT) and estimated end-to-end response time for a typical 500-token response.

Time to First Token (TTFT)Lower is better

Sonar0.35s

Claude 3 Haiku0.35s

Est. End-to-End Response (500 tokens)TTFT + generation time

Sonar4.20s

Claude 3 Haiku4.35s

Interaktiver Token-Kosten-Simulator

Adjust sliders to calculate projected monthly cloud API spending with prompt caching discounts.

Daily Input Tokens100K / day

10K500K1M

Daily Output Tokens30K / day

5K150K300K

Prompt Cache Hit Ratio50% cached

0% (Cold)50%90% (Warm)

Sonar Monthly API Bill

$2.55 / month

$1/1M in · $1/1M out

Claude 3 Haiku Monthly API Bill

$1.54 / month

$0.25/1M in · $1.25/1M out

Claude 3 Haiku saves approximately $1.01 / month (40%) under this workload.1.7x Savings

Sonar · Strengths & Key Advantages

128K Kontextfenster und bis zu 4K maximale Output-Token (MMLU-Pro 71% · Arena Elo 1245)
Hohe Generierungsgeschwindigkeit von 130 Token/Sekunde bei nur 350 ms Erstlatenz (TTFT)
Effiziente API-Struktur ($1/$1 pro 1M Token) inklusive Prompt-Caching, Tool-Calling und strikter JSON-Ausgabe

Considerations & Trade-offs

Proprietäres Cloud-Modell ohne Möglichkeit zum lokalen Download der Modellgewichte
Bei extrem komplexen mehrstufigen Forschungsfragen bieten schwere Reasoning-Spezialmodelle noch tiefere Analysen

Claude 3 Haiku · Strengths & Key Advantages

200K Kontextfenster und bis zu 4K maximale Output-Token (SWE-bench Verified 10.5% · GPQA Diamond 33%)
Hohe Generierungsgeschwindigkeit von 125 Token/Sekunde bei nur 350 ms Erstlatenz (TTFT)
Effiziente API-Struktur ($0.25/$1.25 pro 1M Token) inklusive Prompt-Caching, Tool-Calling und strikter JSON-Ausgabe

Considerations & Trade-offs

Proprietäres Cloud-Modell ohne Möglichkeit zum lokalen Download der Modellgewichte
Bei extrem komplexen mehrstufigen Forschungsfragen bieten schwere Reasoning-Spezialmodelle noch tiefere Analysen

Token Use & Task Economics

Estimated cost and token consumption to complete one representative agentic task.

Metric	Sonar	Claude 3 Haiku
Cost per Task Estimated USD to finish one task	$0.05	$0.20
Output Tokens / Task Tokens generated per task	10K	24K
Reasoning Tokens / Task Thinking tokens burned per task	0K	0K

Technische Spezifikationen

Architecture, release timeline, capabilities, and modalities.

Feature	Sonar	Claude 3 Haiku
Official API Model ID (SDK)	sonar	claude-3-haiku-20240301
API Protocol	Perplexity REST API (OpenAI-Compatible)	Anthropic Messages API + AWS Bedrock + Vertex AI
Release Date	2024-01	2024-03
Knowledge Cutoff	Real-time (Web-grounded)	August 2023
Architecture	Web-Search Augmented Autoregressive Transformer	Compact High-Throughput Transformer
Parameters	Confidential / Llama 3 Fine-Tune	Confidential
Enterprise Rate Limits (RPM / TPM)	5,000 – 15,000 RPM (Production Tier) · 800,000 – 2,000,000 TPM	4,000 – 10,000 RPM (Tier 4 + Priority Tier) · 800,000 – 2,000,000 TPM
Long-Context Tier (>128K/200K)	Flat rate ($1/1M in) across full 128K window	Standard rate up to 200K tokens; 2x input/output tier above 200K tokens
Prompt Cache Policy & TTL	Cached input at $0.1/1M tokens	$0.025/1M cached read (90% off); 5-min default & 1-hour extended TTL
Computer Use / GUI Agent	API / CLI Tool-Use & DOM Agent ready (no raw pixel desktop click loop)	Supported (Screen coordinate grounding, browser & desktop GUI action loops)
MCP & Parallel Tool Calling	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema	Native MCP Client/Server ready · Parallel function calling · 100% Strict JSON Schema
Web Search Grounding & Sandbox	Supported via external Tavily/Exa Search & E2B/Docker Sandbox tools	Native Web Search Citations + Code Execution Tool + MCP Connectors
Official Fine-Tuning Support	API Prompt Engineering & RAG Distillation	Custom Model Tuning via Amazon Bedrock & Prompt Distillation
Multimodal Token Billing	Text BPE (~4 chars/token)	Text BPE (~4 chars/token) · Vision (~258–765 tokens per image tile)
Quantization & Min GPU VRAM	Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)	Cloud-Hosted Proprietary (FP8 / BF16 Tensor Core Cluster) · Zero Local VRAM Required (100% Serverless Cloud API)
Safety & Frontier Classification	Perplexity Production Safety & Alignment Verified	Anthropic RSP ASL-2 / ASL-3 Constitutional Safety Evaluated
Enterprise Compliance (ZDR/HIPAA/SOC2)	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier	SOC2 Type II · GDPR · Zero Data Retention (ZDR) & HIPAA BAA Available on Enterprise Tier
Input Modalities	text	text, vision
Output Modalities	text	text

Sonar vs Claude 3 Haiku: Schnelle Antworten (FAQ)

Which is more intelligent, Sonar or Claude 3 Haiku?

Sonar is more intelligent. It scores 73 compared with 33 on the composite Intelligence Index.

Which model is faster?

Sonar is faster, generating 130 tokens per second compared with 125 tokens per second.

Which model is cheaper to run?

Claude 3 Haiku is cheaper at $0.19 per 1M tokens blended, compared with $0.37 (7:2:1 cache:input:output ratio).

Which model has a larger context window?

Claude 3 Haiku has a larger context window, supporting 200K tokens compared with 128K tokens.

Fazit

Sowohl Sonar (Optimal für maximale Kosteneffizienz pro Token und ressourcenschonende Produktions-Workloads, Enterprise-RAG-Systeme und skalierbare API-Pipelines.) als auch Claude 3 Haiku (Optimal für ultraschnelle Echtzeit-Antworten, niedrige Latenz und Hochdurchsatz-Routing, Enterprise-RAG-Systeme und skalierbare API-Pipelines.) überzeugen im Produktionseinsatz: Sonar führt bei komplexem Reasoning und Coding, Sonar liefert den höheren Token-Durchsatz und Claude 3 Haiku ist die kosteneffizienteste Wahl für große API-Workloads.

Häufig gestellte Fragen (FAQ)

Welches Modell ist besser für Coding und Reasoning – Sonar oder Claude 3 Haiku?+

Im Gesamt-Intelligenzindex und bei Software-Benchmarks liegt Sonar vorn. Prüfen Sie oben die SWE-bench- und GPQA-Werte für Ihren Anwendungsfall.

Wie unterscheiden sich die API-Preise von Sonar und Claude 3 Haiku?+

Sonar kostet $1.00 / $1.00 pro 1M Input-/Output-Tokens, Claude 3 Haiku liegt bei $0.25 / $1.25. Beim gewichteten Gesamtpreis ist Claude 3 Haiku günstiger.

Welches Modell hat das größere Kontextfenster und die höhere Geschwindigkeit?+

Sonar bietet 128K Tokens Kontext gegenüber 200K Tokens bei Claude 3 Haiku. Bei der Generierungsgeschwindigkeit liegt Sonar vorn.

AI Terminology & Guide

Explore Glossary →

Understand key metrics like context window, token pricing, reasoning mode, and SWE-bench scores in our comprehensive AI glossary.

Tokens & Pricing Context Window AI Benchmarks Reasoning Models Tool Calling Model Context Protocol (MCP)

Sonar vs Claude 3 Haiku

Beliebige Modelle wechseln & vergleichen

Sonar

Claude 3 Haiku

Wer gewinnt in welcher Disziplin?

Geprüfte Benchmark-Ergebnisse im Vergleich

Latenz & Antwortzeit

Interaktiver Token-Kosten-Simulator

Sonar · Strengths & Key Advantages

Considerations & Trade-offs

Claude 3 Haiku · Strengths & Key Advantages

Considerations & Trade-offs

Token Use & Task Economics

Technische Spezifikationen

Sonar vs Claude 3 Haiku: Schnelle Antworten (FAQ)

Fazit

Häufig gestellte Fragen (FAQ)

Related reading