Best neighborhoods in San Francisco

Requested by a visitor · October 26, 2026

We asked 10 models: The best neighborhoods to live in San Francisco. Each named its own top 10.

Agreement between models: 55%
Same model, run twice: 67%
Different picks: 23

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

We asked 10 models: The best neighborhoods to live in San Francisco. Each named its own top 10.

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#	Pick	Listed by	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4.1 Flash	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3.5 Super VL
1	Noe Valley	10/10	1	1	1	1	2	1	1	2	1	2
Claude Haiku 5.5 (#1) Sunny, walkable main street, family-friendly, strong sense of community and local shops. GPT-6 Luna (#1) Sunny, family-friendly streets, excellent transit, and a welcoming village feel. Gemini 4 Argon (#1) Sunny microclimate, stroller-friendly streets, and a charming downtown strip make it unbeatable for livability. Qwen 3.8 Flash (#1) Family-friendly, sunny, walkable, great cafés and parks. GLM-5.3 (#1) Sunny, family-friendly, charming storefronts with easy downtown access. Kimi K3 (#1) Sunny, safe, walkable, family-friendly with strong community and transit. Mistral Large 4 (#1) Sunny, village feel, great food, top schools, family-friendly. DeepSeek V4.1 Flash (#2) Sunny, family-friendly, walkable village feel with great schools and cafés. MiniMax M3 (#2) Family-friendly, sunny weather, charming boutiques, and strong community feel. Nemotron 3.5 Super VL (#2) Family-friendly, quiet, charming, and centrally located.
2	Pacific Heights	10/10	4	5	2	2	3	3	2	1	10	1
MiniMax M3 (#1) Stunning views, elegant Victorian homes, and a serene upscale atmosphere. Nemotron 3.5 Super VL (#1) Elegant, safe, with great views and parks. Gemini 4 Argon (#2) Stunning architecture, panoramic bay views, and pristine parks offer the ultimate classic San Francisco experience. Qwen 3.8 Flash (#2) Elegant homes, skyline views, upscale shopping. Kimi K3 (#2) Stunning architecture, safe, elite schools, parks, and views. DeepSeek V4.1 Flash (#3) Grand homes, views, and safe leafy streets near top schools. GLM-5.3 (#3) Elegant homes, leafy streets, top schools and parks. Claude Haiku 5.5 (#4) Elegant architecture, parks, quiet streets, and some of the city's best views. GPT-6 Luna (#5) Elegant homes, gorgeous views, and polished, leafy streets. Mistral Large 4 (#10) Elegant homes, upscale shopping, excellent schools, very safe.
3	Marina	9/10	9	4	5	9	1	2	8		4	4
DeepSeek V4.1 Flash (#1) Waterfront energy, boutiques, and easy access to the bridge. GLM-5.3 (#2) Bay views, parks, nightlife, and walkability near the water. GPT-6 Luna (#4) Beautiful waterfront setting, lively dining, and abundant recreation. Mistral Large 4 (#4) Waterfront views, clean, safe, walkable, ideal for young pros. Nemotron 3.5 Super VL (#4) Lively waterfront, young professionals, great dining. Gemini 4 Argon (#5) Flat, walkable streets next to Crissy Field with active lifestyles and unbeatable Golden Gate views. Kimi K3 (#8) Scenic, safe, waterfront, flat, and social, though pricier. Claude Haiku 5.5 (#9) Waterfront location, popular brunch scene, and good access to the bay trails.
4	Hayes Valley	10/10	10	7	3	7	4	7	4	5	5	8
Gemini 4 Argon (#3) Central location with world-class dining, boutique shopping, and easy access to cultural institutions. DeepSeek V4.1 Flash (#4) Central, stylish, and packed with restaurants and culture. Kimi K3 (#4) Central, vibrant, walkable, dining, culture, and transit-rich. MiniMax M3 (#5) Trendy boutiques, modern dining, and central access to the best of SF. Mistral Large 4 (#5) Trendy dining, central location, charming Victorian homes. GPT-6 Luna (#7) Central location, stylish dining and shopping, and convenient transit. Qwen 3.8 Flash (#7) Trendy shops, restaurants, strong community vibe. GLM-5.3 (#7) Trendy dining, boutiques, central location, thriving culture. Nemotron 3.5 Super VL (#8) Trendy boutiques, cafes, near cultural venues. Claude Haiku 5.5 (#10) Boutiques, great dining, and easy access to Civic Center and the opera.
5	Inner Sunset	7/10	6	3	4		10		3	7	2
Mistral Large 4 (#2) Affordable, diverse, near Golden Gate Park, strong community. GPT-6 Luna (#3) Residential calm, reliable transit, neighborhood shops, and easy access to Golden Gate Park. Kimi K3 (#3) Charming, local shops, Golden Gate Park access, and calm vibe. Gemini 4 Argon (#4) Steps from Golden Gate Park with a vibrant, laid-back food scene and strong community feel. Claude Haiku 5.5 (#6) Sunnier microclimate, lively Irving Street, and a relaxed, residential character. MiniMax M3 (#7) Lively college-town feel near Golden Gate Park and Ocean Beach. DeepSeek V4.1 Flash (#10) Foggy but friendly, near UCSF and Golden Gate Park.
6	Russian Hill	9/10	3	9	10	6		8	6	6	6	3
Claude Haiku 5.5 (#3) Stunning bay views, historic charm, and convenient access to North Beach and waterfront. Nemotron 3.5 Super VL (#3) Scenic streets, cable cars, upscale and walkable. Qwen 3.8 Flash (#6) Iconic streets, waterfront views, central location. MiniMax M3 (#6) Iconic Lombard Street views, refined dining, and walkable upscale living. Mistral Large 4 (#6) Iconic views, quiet streets, near Fisherman's Wharf and Polk. GLM-5.3 (#8) Iconic views, cable cars, and vibrant urban charm.
7	Cole Valley	6/10	2	6	6	5	5			4
Claude Haiku 5.5 (#2) Village feel, great cafes and restaurants, close to Golden Gate Park and transit. MiniMax M3 (#4) Quiet village vibe near Golden Gate Park, ideal for families and nature lovers. Qwen 3.8 Flash (#5) Quiet village feel near Golden Gate Park and BART. DeepSeek V4.1 Flash (#5) Quaint main street and park access with strong community vibe. GPT-6 Luna (#6) Charming, walkable, and quiet, with a village center and nearby green space. Gemini 4 Argon (#6) A tiny, tranquil village tucked near the park with historic homes and great transit links.
8	Bernal Heights	7/10	5	10			9	6	10	3	3
MiniMax M3 (#3) Diverse, welcoming community with great parks and panoramic city views. Mistral Large 4 (#3) Eclectic, sunny microclimate, strong Latino culture, great views. Claude Haiku 5.5 (#5) Village-like feel, big park views, and a diverse, close-knit community. GLM-5.3 (#6) Tight-knit, sunny, hilltop views with village feel. DeepSeek V4.1 Flash (#9) Sunny hilltop park, village charm, and good value for space. GPT-6 Luna (#10) Relaxed community atmosphere, sunny pockets, and scenic hilltop views. Kimi K3 (#10) Sunny, hilly, community-oriented, and close to Mission energy.
9	North Beach	7/10		2	8	3	8			9	9	9
GPT-6 Luna (#2) Distinctive character, walkability, restaurants, and strong neighborhood identity. Qwen 3.8 Flash (#3) Historic charm, Italian food scene, lively energy. Gemini 4 Argon (#8) Rich literary history, bustling cafes, and walkable European charm right near the waterfront. DeepSeek V4.1 Flash (#8) Historic charm, nightlife, and walkable to downtown. MiniMax M3 (#9) Vibrant Italian heritage, lively cafes, and classic San Francisco character. Nemotron 3.5 Super VL (#9) Italian heritage, lively nightlife, waterfront access.
10	Inner Richmond	2/10					6	5
DeepSeek V4.1 Flash (#6) Diverse food scene, reasonable rents, close to Golden Gate Park.
11	Sunset District	3/10				8			7			7
Kimi K3 (#7) Practical, quiet, strong schools, ocean access, and parking. Nemotron 3.5 Super VL (#7) Affordable, beach access, quiet residential feel. Qwen 3.8 Flash (#8) Spacious homes, beach access, affordable relative to core.
12	Mission District	2/10					7					5
Nemotron 3.5 Super VL (#5) Vibrant culture, food scene, and nightlife. DeepSeek V4.1 Flash (#7) Vibrant culture, food, and nightlife despite street noise.
13	Richmond District	2/10		8					5
Kimi K3 (#5) Balanced, foggy but livable, great food, parks, and value. GPT-6 Luna (#8) Great food, broad housing options, and proximity to parks and the coast.
14	Potrero Hill	3/10	8							10	7
MiniMax M3 (#10) Sunny slopes, skyline views, and a tight-knit neighborhood feel.
15	Glen Park	4/10				10		9	9	8
MiniMax M3 (#8) Affordable, village-like atmosphere with easy BART access downtown. GLM-5.3 (#9) Cozy village vibe with quick BART access downtown. Kimi K3 (#9) Village feel, BART access, hills, and relative quiet. Qwen 3.8 Flash (#10) Understated charm, easy Caltrain access, green spaces.

8 lower-scoring picks are not shown; every ballot below lists them in full.

Most divisive

Picks most models listed, at very different positions

Pacific Heights#1 for MiniMax M3 #10 for Mistral Large 4
Marina#1 for DeepSeek V4.1 Flash #9 for Qwen 3.8 Flash
Inner Sunset#2 for Mistral Large 4 #10 for DeepSeek V4.1 Flash

Hot takes

Picks that appear on only one ballot

Nob Hill at #4, only Qwen 3.8 Flash
Presidio Heights at #4, only GLM-5.3
NoPa at #6, only Nemotron 3.5 Super VL
Haight-Ashbury at #7, only Claude Haiku 5.5
Dogpatch at #8, only Mistral Large 4
Mission Dolores at #9, only Gemini 4 Argon
Outer Sunset at #10, only GLM-5.3

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

Noe Valley
Cole Valley
Russian Hill
Pacific Heights
Bernal Heights
Inner Sunset
Haight-Ashbury
Potrero Hill
Marina
Hayes Valley

63% with consensus · 79% self-consistent · knowledge cutoff June 2026

GPT-6 Luna

Noe Valley
North Beach
Inner Sunset
Marina
Pacific Heights
Cole Valley
Hayes Valley
Richmond District
Russian Hill
Bernal Heights

70% with consensus · 36% self-consistent · knowledge cutoff May 18, 2026

Gemini 4 Argon

Noe Valley
Pacific Heights
Hayes Valley
Inner Sunset
Marina
Cole Valley
Castro
North Beach
Mission Dolores
Russian Hill

86% with consensus · 89% self-consistent · knowledge cutoff March 2026

Qwen 3.8 Flash

Noe Valley
Pacific Heights
North Beach
Nob Hill
Cole Valley
Russian Hill
Hayes Valley
Sunset District
Marina
Glen Park

71% with consensus · 49% self-consistent · knowledge cutoff not published

DeepSeek V4.1 Flash

Marina
Noe Valley
Pacific Heights
Hayes Valley
Cole Valley
Inner Richmond
Mission District
North Beach
Bernal Heights
Inner Sunset

66% with consensus · 59% self-consistent · knowledge cutoff not published

GLM-5.3

Noe Valley
Marina
Pacific Heights
Presidio Heights
Inner Richmond
Bernal Heights
Hayes Valley
Russian Hill
Glen Park
Outer Sunset

72% with consensus · 75% self-consistent · knowledge cutoff not published

Kimi K3

Noe Valley
Pacific Heights
Inner Sunset
Hayes Valley
Richmond District
Russian Hill
Sunset District
Marina
Glen Park
Bernal Heights

81% with consensus · 74% self-consistent · knowledge cutoff not published

MiniMax M3

Pacific Heights
Noe Valley
Bernal Heights
Cole Valley
Hayes Valley
Russian Hill
Inner Sunset
Glen Park
North Beach
Potrero Hill

64% with consensus · 75% self-consistent · knowledge cutoff not published

Mistral Large 4

Noe Valley
Inner Sunset
Bernal Heights
Marina
Hayes Valley
Russian Hill
Potrero Hill
Dogpatch
North Beach
Pacific Heights

69% with consensus · 72% self-consistent · knowledge cutoff not published

Nemotron 3.5 Super VL

Pacific Heights
Noe Valley
Russian Hill
Marina
Mission District
NoPa
Sunset District
Hayes Valley
North Beach
Castro

60% with consensus · 61% self-consistent · knowledge cutoff not published

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 40 (lightest) to 79 (darkest)

	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4.1 Flash	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3.5 Super VL
Claude Haiku 5.5		57	58	60	41	55	58	57	58	46
GPT-6 Luna	57		71	68	49	58	67	43	67	42
Gemini 4 Argon	58	71		69	59	61	79	59	62	53
Qwen 3.8 Flash	60	68	69		49	58	69	59	48	54
DeepSeek V4.1 Flash	41	49	59	49		65	48	52	41	51
GLM-5.3	55	58	61	58	65		60	47	57	49
Kimi K3	58	67	79	69	48	60		59	65	54
MiniMax M3	57	43	59	59	52	47	59		53	65
Mistral Large 4	58	67	62	48	41	57	65	53		40
Nemotron 3.5 Super VL	46	42	53	54	51	49	54	65	40