June 2026 Best GPUs for Gaming, AI Inference, and LLM Training: Price/Performance Rankings

By Scott Willeke - 6/2/2026
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Two big stories in May. First, the RTX 5070 Ti went from 9% above MSRP in April to 9% below in May at $683 best deal. That single move makes it the best practical-use card on $/TFLOP for training and a clean Blackwell value play. Second, the H100 PCIe resale market dropped 49% month-over-month from around $38K to around $19K. That's the biggest single-month move I've seen on a flagship datacenter GPU. Below I break down the best bang for your buck by use case, using May's best-deal pricing across eBay and Amazon (average of the 3 cheapest listings).

1440p Gaming Best Bang for Your Buck in June 2026

The RTX 3060 Ti still leads at $1.23/FPS in Counter-Strike 2 @ 1440p, unchanged from April at $218 best deal with 8GB of VRAM. The bigger move at the top of the chart is the RX 9070. Last month it was tied for #1 at $1.23/FPS. This month it fell to #10 at $1.70/FPS. The price spiked from $411 best deal in April to $568 in May, which is what happens when the cheap inventory clears and the market resets. If you want AMD with headroom, the new value pick is the RX 6800 XT at $1.34/FPS ($316, 235 FPS, 16GB), now sitting at #2 overall. The RTX 3080 at $1.45/FPS ($322, 222 FPS, 10GB) rounds out the top 3.

Best Value GPUs: $/FPS (CS2 1440p)

Lower is better

Find your GPU: Use the GPU Poet 1440p ranking page and filter by Counter-Strike 2 FPS at 1440p. Set a budget cap and a minimum FPS target to narrow the list to cards that fit your needs.

4K Gaming Best Bang for Your Buck in June 2026

The 4K leaderboard is closer than the 1440p one. The RTX 4060 ($207, 91 FPS, 8GB) wins on raw $/FPS at $2.27 in Counter-Strike 2 @ 4K, but 8GB of VRAM is not viable for 4K in 2026. The score holds up in CS2, but plenty of newer titles will run into the VRAM wall. The more practical 4K picks tie at $2.64/FPS: the RTX 3080 ($322, 122 FPS, 10GB) and the RX 7900 XT ($596, 226 FPS, 20GB). If you want the most headroom in the top 5, the 7900 XT is the call. The RX 7900 XTX at $2.90/FPS ($777, 268 FPS, 24GB) is also worth a look if you can stretch the budget.

Best Value GPUs: $/FPS (CS2 4K)

Lower is better

Find your GPU: Use the GPU Poet 4K ranking page and filter by Counter-Strike 2 FPS at 4K. Set a budget cap and minimum FPS to find cards that can drive 4K smoothly.

AI Inference Best Bang for Your Buck in June 2026

Intel finally broke the $1/INT8 TOP barrier. The Arc B570 ($195, 203 TOPS, 10GB) leads at $0.96/TOP. That's the first time any card I track has come in under a dollar per INT8 TOP. The Arc B580 ($247, 233 TOPS, 12GB) sits right behind at $1.06/TOP. As I noted last month, the catch is software: Intel's OneAPI/IPEX-LLM stack is workable but far less common than CUDA across open source AI, ML, and scientific libraries. If you want the known-good NVIDIA path, the RTX 3070 at $212, 163 TOPS, 8GB ($1.30/TOP) and the RTX 3080 at $322, 238 TOPS, 10GB ($1.35/TOP) are the next-best deals. For more VRAM headroom, the RTX 4070 Ti ($497, 321 TOPS, 12GB) at $1.55/TOP is the cleanest 12GB option.

Best Value GPUs: $/INT8 TOP (AI Inference)

Lower is better

Find your GPU: Use the GPU Poet INT8 TOPS ranking page and filter by minimum VRAM to ensure the models you need will fit, or set a budget cap to find the best inference throughput in your price range.

LLM Training and Fine-Tuning Best Bang for Your Buck in June 2026

For training and fine-tuning, the headline this month is the RTX 5070 Ti. At $683 best deal, 16GB, 87.9 TFLOPS, it lands at $7.8/TFLOP. That beats every Blackwell and Ada card I track. Last month the RTX 4080 was the practical leader at $8.9/TFLOP, and it's still solid at the same price this month. But the 5070 Ti now sits ~$190 cheaper, gives you the Blackwell architecture and FP4 support (which matters if you're planning to fine-tune at low precision), and dropped below MSRP. The Tesla P100 ($75, 16GB, 10.6 TFLOPS) still wins on raw $/TFLOP at $7.1, but it's a 2016 datacenter card with no tensor cores and limited modern framework support. For real-world training, this is the 5070 Ti's window.

Best Value GPUs: $/TFLOP

Lower is better

Find your GPU: Use the GPU Poet FP32 TFLOPS ranking page and filter by 16GB+ VRAM to find training-capable cards. You can also rank by total VRAM if model size is your primary constraint.

H100 Resale Drops 49% in a Month

The biggest single-month price move on the chart is the H100 PCIe. Best-deal pricing fell from around $38K in April to around $19K in May, a 49% drop. I checked the cheap listings for fakes and verified they're from sellers with legitimate feedback histories. My read: the wave of operators that bought H100 capacity in the 2023-2024 LLM rush is now turning some of it back into cash as H200 and B200 supply ramps. The AMD R9700 (-21%) and RTX 5070 Ti (-16%) are the next-biggest movers. If you're building a datacenter-class rig at home, the H100 number is the one to watch over the next quarter.

Month-over-Month Price Changes

RTX 50 Series: 5070 Ti Below MSRP, 5090 Still Sticky

The 5070 Ti flipped from 9% above MSRP in April to 9% below in May at $683. That's a real buyer-friendly move and the first RTX 50 card in the $700 range to land below MSRP on the resale market. The 5060 stays below MSRP at $294 (-2%), and the 5070 at $590 (+7%) and 5080 at $1,096 (+10%, down from 14% in April) are close to sticker. The 5060 Ti sits at 20% above MSRP, and the 5090 remains stuck at 83% above MSRP ($3,657). The 5090 has been at or above 82% for two months running now. Note that for the cards near MSRP, retail stock at Microcenter, Best Buy, and Newegg often beats resale, so check there too.

RTX 50 Series Scalper Premiums

Six-Month Trend: RTX 50 Settling, 5070 Ti Now Cheapest

The six-month line chart shows the convergence story clearly. The 5090 has been stuck in its own band well above the rest of the lineup the whole time. The 5070 Ti and 5080 have been trading places, but in May the 5070 Ti pulled ahead as the cheapest 16GB Blackwell card we track. The 5070 and 5060 Ti are within $80 of each other now, which makes the 5070 the obvious pick at that price point.

GPU Price Trends (6 Month)

Other Notes

  • RX 9070 normalized higher. Last month I called out the RX 9070 at $404 best deal as a rare AMD card below MSRP. The cheap listings cleared in May and the price settled at $568 (3% above MSRP, +41% MoM). The RX 9070 XT ($699, +17%) and RX 9060 XT ($403, +15%) are essentially flat MoM.
  • RTX 4080 Super dropped 14%. The RTX 4080 Super slid from $1,259 to $1,083 best deal. The RTX 4070 Super also dropped 18% to $735. If you're shopping the Ada generation, the Super variants got noticeably cheaper this month.
  • Datacenter cards moved both ways. H100 was the big drop, but the L40 actually jumped back up to around $9K best deal after sitting around $7K last month. The L40 has been the most volatile datacenter card on the chart. Treat L40 quotes as month-to-month snapshots, not a trend yet.
  • Intel Arc remains the inference value play. Both the B570 and B580 lead the $/INT8 TOP chart by a wide margin. The catch is still the software stack, but if you're willing to wrestle with IPEX-LLM, Intel is giving you 30% more INT8 throughput per dollar than the next-best NVIDIA card.
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